Add files using upload-large-folder tool
Browse filesThis view is limited to 50 files because it contains too many changes.
See raw diff
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/__init__.py +90 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/actuator.py +992 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/inertia.py +197 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/joint.py +2188 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/jointsmethod.py +318 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/kane.py +860 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/linearize.py +474 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/loads.py +177 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/method.py +39 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/models.py +230 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/particle.py +209 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/pathway.py +688 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/rigidbody.py +314 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_actuator.py +851 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_functions.py +262 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_kane.py +553 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_lagrange2.py +46 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_method.py +5 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_models.py +117 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_particle.py +78 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_rigidbody.py +184 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_system.py +245 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_wrapping_geometry.py +363 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/wrapping_geometry.py +641 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/optics/__pycache__/gaussopt.cpython-310.pyc +0 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/optics/__pycache__/polarization.cpython-310.pyc +0 -0
- evalkit_internvl/lib/python3.10/site-packages/sympy/physics/optics/__pycache__/utils.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/__pycache__/__init__.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/__pycache__/configuration_utils.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/__pycache__/dependency_versions_table.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/__pycache__/image_processor.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/commands/__init__.py +27 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/commands/diffusers_cli.py +43 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/commands/env.py +84 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/commands/fp16_safetensors.py +132 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_amused.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_consistency_decoder.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_consistency_models.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_ddim.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_ddim_flax.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_ddpm.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_ddpm_parallel.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_deis_multistep.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_dpmsolver_multistep.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_dpmsolver_multistep_flax.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_dpmsolver_multistep_inverse.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_dpmsolver_sde.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_edm_dpmsolver_multistep.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_euler_discrete_flax.cpython-310.pyc +0 -0
- evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_k_dpm_2_discrete.cpython-310.pyc +0 -0
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/__init__.py
ADDED
|
@@ -0,0 +1,90 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
__all__ = [
|
| 2 |
+
'vector',
|
| 3 |
+
|
| 4 |
+
'CoordinateSym', 'ReferenceFrame', 'Dyadic', 'Vector', 'Point', 'cross',
|
| 5 |
+
'dot', 'express', 'time_derivative', 'outer', 'kinematic_equations',
|
| 6 |
+
'get_motion_params', 'partial_velocity', 'dynamicsymbols', 'vprint',
|
| 7 |
+
'vsstrrepr', 'vsprint', 'vpprint', 'vlatex', 'init_vprinting', 'curl',
|
| 8 |
+
'divergence', 'gradient', 'is_conservative', 'is_solenoidal',
|
| 9 |
+
'scalar_potential', 'scalar_potential_difference',
|
| 10 |
+
|
| 11 |
+
'KanesMethod',
|
| 12 |
+
|
| 13 |
+
'RigidBody',
|
| 14 |
+
|
| 15 |
+
'linear_momentum', 'angular_momentum', 'kinetic_energy', 'potential_energy',
|
| 16 |
+
'Lagrangian', 'mechanics_printing', 'mprint', 'msprint', 'mpprint',
|
| 17 |
+
'mlatex', 'msubs', 'find_dynamicsymbols',
|
| 18 |
+
|
| 19 |
+
'inertia', 'inertia_of_point_mass', 'Inertia',
|
| 20 |
+
|
| 21 |
+
'Force', 'Torque',
|
| 22 |
+
|
| 23 |
+
'Particle',
|
| 24 |
+
|
| 25 |
+
'LagrangesMethod',
|
| 26 |
+
|
| 27 |
+
'Linearizer',
|
| 28 |
+
|
| 29 |
+
'Body',
|
| 30 |
+
|
| 31 |
+
'SymbolicSystem', 'System',
|
| 32 |
+
|
| 33 |
+
'PinJoint', 'PrismaticJoint', 'CylindricalJoint', 'PlanarJoint',
|
| 34 |
+
'SphericalJoint', 'WeldJoint',
|
| 35 |
+
|
| 36 |
+
'JointsMethod',
|
| 37 |
+
|
| 38 |
+
'WrappingCylinder', 'WrappingGeometryBase', 'WrappingSphere',
|
| 39 |
+
|
| 40 |
+
'PathwayBase', 'LinearPathway', 'ObstacleSetPathway', 'WrappingPathway',
|
| 41 |
+
|
| 42 |
+
'ActuatorBase', 'ForceActuator', 'LinearDamper', 'LinearSpring',
|
| 43 |
+
'TorqueActuator', 'DuffingSpring'
|
| 44 |
+
]
|
| 45 |
+
|
| 46 |
+
from sympy.physics import vector
|
| 47 |
+
|
| 48 |
+
from sympy.physics.vector import (CoordinateSym, ReferenceFrame, Dyadic, Vector, Point,
|
| 49 |
+
cross, dot, express, time_derivative, outer, kinematic_equations,
|
| 50 |
+
get_motion_params, partial_velocity, dynamicsymbols, vprint,
|
| 51 |
+
vsstrrepr, vsprint, vpprint, vlatex, init_vprinting, curl, divergence,
|
| 52 |
+
gradient, is_conservative, is_solenoidal, scalar_potential,
|
| 53 |
+
scalar_potential_difference)
|
| 54 |
+
|
| 55 |
+
from .kane import KanesMethod
|
| 56 |
+
|
| 57 |
+
from .rigidbody import RigidBody
|
| 58 |
+
|
| 59 |
+
from .functions import (linear_momentum, angular_momentum, kinetic_energy,
|
| 60 |
+
potential_energy, Lagrangian, mechanics_printing,
|
| 61 |
+
mprint, msprint, mpprint, mlatex, msubs,
|
| 62 |
+
find_dynamicsymbols)
|
| 63 |
+
|
| 64 |
+
from .inertia import inertia, inertia_of_point_mass, Inertia
|
| 65 |
+
|
| 66 |
+
from .loads import Force, Torque
|
| 67 |
+
|
| 68 |
+
from .particle import Particle
|
| 69 |
+
|
| 70 |
+
from .lagrange import LagrangesMethod
|
| 71 |
+
|
| 72 |
+
from .linearize import Linearizer
|
| 73 |
+
|
| 74 |
+
from .body import Body
|
| 75 |
+
|
| 76 |
+
from .system import SymbolicSystem, System
|
| 77 |
+
|
| 78 |
+
from .jointsmethod import JointsMethod
|
| 79 |
+
|
| 80 |
+
from .joint import (PinJoint, PrismaticJoint, CylindricalJoint, PlanarJoint,
|
| 81 |
+
SphericalJoint, WeldJoint)
|
| 82 |
+
|
| 83 |
+
from .wrapping_geometry import (WrappingCylinder, WrappingGeometryBase,
|
| 84 |
+
WrappingSphere)
|
| 85 |
+
|
| 86 |
+
from .pathway import (PathwayBase, LinearPathway, ObstacleSetPathway,
|
| 87 |
+
WrappingPathway)
|
| 88 |
+
|
| 89 |
+
from .actuator import (ActuatorBase, ForceActuator, LinearDamper, LinearSpring,
|
| 90 |
+
TorqueActuator, DuffingSpring)
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/actuator.py
ADDED
|
@@ -0,0 +1,992 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
"""Implementations of actuators for linked force and torque application."""
|
| 2 |
+
|
| 3 |
+
from abc import ABC, abstractmethod
|
| 4 |
+
|
| 5 |
+
from sympy import S, sympify
|
| 6 |
+
from sympy.physics.mechanics.joint import PinJoint
|
| 7 |
+
from sympy.physics.mechanics.loads import Torque
|
| 8 |
+
from sympy.physics.mechanics.pathway import PathwayBase
|
| 9 |
+
from sympy.physics.mechanics.rigidbody import RigidBody
|
| 10 |
+
from sympy.physics.vector import ReferenceFrame, Vector
|
| 11 |
+
|
| 12 |
+
|
| 13 |
+
__all__ = [
|
| 14 |
+
'ActuatorBase',
|
| 15 |
+
'ForceActuator',
|
| 16 |
+
'LinearDamper',
|
| 17 |
+
'LinearSpring',
|
| 18 |
+
'TorqueActuator',
|
| 19 |
+
'DuffingSpring'
|
| 20 |
+
]
|
| 21 |
+
|
| 22 |
+
|
| 23 |
+
class ActuatorBase(ABC):
|
| 24 |
+
"""Abstract base class for all actuator classes to inherit from.
|
| 25 |
+
|
| 26 |
+
Notes
|
| 27 |
+
=====
|
| 28 |
+
|
| 29 |
+
Instances of this class cannot be directly instantiated by users. However,
|
| 30 |
+
it can be used to created custom actuator types through subclassing.
|
| 31 |
+
|
| 32 |
+
"""
|
| 33 |
+
|
| 34 |
+
def __init__(self):
|
| 35 |
+
"""Initializer for ``ActuatorBase``."""
|
| 36 |
+
pass
|
| 37 |
+
|
| 38 |
+
@abstractmethod
|
| 39 |
+
def to_loads(self):
|
| 40 |
+
"""Loads required by the equations of motion method classes.
|
| 41 |
+
|
| 42 |
+
Explanation
|
| 43 |
+
===========
|
| 44 |
+
|
| 45 |
+
``KanesMethod`` requires a list of ``Point``-``Vector`` tuples to be
|
| 46 |
+
passed to the ``loads`` parameters of its ``kanes_equations`` method
|
| 47 |
+
when constructing the equations of motion. This method acts as a
|
| 48 |
+
utility to produce the correctly-structred pairs of points and vectors
|
| 49 |
+
required so that these can be easily concatenated with other items in
|
| 50 |
+
the list of loads and passed to ``KanesMethod.kanes_equations``. These
|
| 51 |
+
loads are also in the correct form to also be passed to the other
|
| 52 |
+
equations of motion method classes, e.g. ``LagrangesMethod``.
|
| 53 |
+
|
| 54 |
+
"""
|
| 55 |
+
pass
|
| 56 |
+
|
| 57 |
+
def __repr__(self):
|
| 58 |
+
"""Default representation of an actuator."""
|
| 59 |
+
return f'{self.__class__.__name__}()'
|
| 60 |
+
|
| 61 |
+
|
| 62 |
+
class ForceActuator(ActuatorBase):
|
| 63 |
+
"""Force-producing actuator.
|
| 64 |
+
|
| 65 |
+
Explanation
|
| 66 |
+
===========
|
| 67 |
+
|
| 68 |
+
A ``ForceActuator`` is an actuator that produces a (expansile) force along
|
| 69 |
+
its length.
|
| 70 |
+
|
| 71 |
+
A force actuator uses a pathway instance to determine the direction and
|
| 72 |
+
number of forces that it applies to a system. Consider the simplest case
|
| 73 |
+
where a ``LinearPathway`` instance is used. This pathway is made up of two
|
| 74 |
+
points that can move relative to each other, and results in a pair of equal
|
| 75 |
+
and opposite forces acting on the endpoints. If the positive time-varying
|
| 76 |
+
Euclidean distance between the two points is defined, then the "extension
|
| 77 |
+
velocity" is the time derivative of this distance. The extension velocity
|
| 78 |
+
is positive when the two points are moving away from each other and
|
| 79 |
+
negative when moving closer to each other. The direction for the force
|
| 80 |
+
acting on either point is determined by constructing a unit vector directed
|
| 81 |
+
from the other point to this point. This establishes a sign convention such
|
| 82 |
+
that a positive force magnitude tends to push the points apart, this is the
|
| 83 |
+
meaning of "expansile" in this context. The following diagram shows the
|
| 84 |
+
positive force sense and the distance between the points::
|
| 85 |
+
|
| 86 |
+
P Q
|
| 87 |
+
o<--- F --->o
|
| 88 |
+
| |
|
| 89 |
+
|<--l(t)--->|
|
| 90 |
+
|
| 91 |
+
Examples
|
| 92 |
+
========
|
| 93 |
+
|
| 94 |
+
To construct an actuator, an expression (or symbol) must be supplied to
|
| 95 |
+
represent the force it can produce, alongside a pathway specifying its line
|
| 96 |
+
of action. Let's also create a global reference frame and spatially fix one
|
| 97 |
+
of the points in it while setting the other to be positioned such that it
|
| 98 |
+
can freely move in the frame's x direction specified by the coordinate
|
| 99 |
+
``q``.
|
| 100 |
+
|
| 101 |
+
>>> from sympy import symbols
|
| 102 |
+
>>> from sympy.physics.mechanics import (ForceActuator, LinearPathway,
|
| 103 |
+
... Point, ReferenceFrame)
|
| 104 |
+
>>> from sympy.physics.vector import dynamicsymbols
|
| 105 |
+
>>> N = ReferenceFrame('N')
|
| 106 |
+
>>> q = dynamicsymbols('q')
|
| 107 |
+
>>> force = symbols('F')
|
| 108 |
+
>>> pA, pB = Point('pA'), Point('pB')
|
| 109 |
+
>>> pA.set_vel(N, 0)
|
| 110 |
+
>>> pB.set_pos(pA, q*N.x)
|
| 111 |
+
>>> pB.pos_from(pA)
|
| 112 |
+
q(t)*N.x
|
| 113 |
+
>>> linear_pathway = LinearPathway(pA, pB)
|
| 114 |
+
>>> actuator = ForceActuator(force, linear_pathway)
|
| 115 |
+
>>> actuator
|
| 116 |
+
ForceActuator(F, LinearPathway(pA, pB))
|
| 117 |
+
|
| 118 |
+
Parameters
|
| 119 |
+
==========
|
| 120 |
+
|
| 121 |
+
force : Expr
|
| 122 |
+
The scalar expression defining the (expansile) force that the actuator
|
| 123 |
+
produces.
|
| 124 |
+
pathway : PathwayBase
|
| 125 |
+
The pathway that the actuator follows. This must be an instance of a
|
| 126 |
+
concrete subclass of ``PathwayBase``, e.g. ``LinearPathway``.
|
| 127 |
+
|
| 128 |
+
"""
|
| 129 |
+
|
| 130 |
+
def __init__(self, force, pathway):
|
| 131 |
+
"""Initializer for ``ForceActuator``.
|
| 132 |
+
|
| 133 |
+
Parameters
|
| 134 |
+
==========
|
| 135 |
+
|
| 136 |
+
force : Expr
|
| 137 |
+
The scalar expression defining the (expansile) force that the
|
| 138 |
+
actuator produces.
|
| 139 |
+
pathway : PathwayBase
|
| 140 |
+
The pathway that the actuator follows. This must be an instance of
|
| 141 |
+
a concrete subclass of ``PathwayBase``, e.g. ``LinearPathway``.
|
| 142 |
+
|
| 143 |
+
"""
|
| 144 |
+
self.force = force
|
| 145 |
+
self.pathway = pathway
|
| 146 |
+
|
| 147 |
+
@property
|
| 148 |
+
def force(self):
|
| 149 |
+
"""The magnitude of the force produced by the actuator."""
|
| 150 |
+
return self._force
|
| 151 |
+
|
| 152 |
+
@force.setter
|
| 153 |
+
def force(self, force):
|
| 154 |
+
if hasattr(self, '_force'):
|
| 155 |
+
msg = (
|
| 156 |
+
f'Can\'t set attribute `force` to {repr(force)} as it is '
|
| 157 |
+
f'immutable.'
|
| 158 |
+
)
|
| 159 |
+
raise AttributeError(msg)
|
| 160 |
+
self._force = sympify(force, strict=True)
|
| 161 |
+
|
| 162 |
+
@property
|
| 163 |
+
def pathway(self):
|
| 164 |
+
"""The ``Pathway`` defining the actuator's line of action."""
|
| 165 |
+
return self._pathway
|
| 166 |
+
|
| 167 |
+
@pathway.setter
|
| 168 |
+
def pathway(self, pathway):
|
| 169 |
+
if hasattr(self, '_pathway'):
|
| 170 |
+
msg = (
|
| 171 |
+
f'Can\'t set attribute `pathway` to {repr(pathway)} as it is '
|
| 172 |
+
f'immutable.'
|
| 173 |
+
)
|
| 174 |
+
raise AttributeError(msg)
|
| 175 |
+
if not isinstance(pathway, PathwayBase):
|
| 176 |
+
msg = (
|
| 177 |
+
f'Value {repr(pathway)} passed to `pathway` was of type '
|
| 178 |
+
f'{type(pathway)}, must be {PathwayBase}.'
|
| 179 |
+
)
|
| 180 |
+
raise TypeError(msg)
|
| 181 |
+
self._pathway = pathway
|
| 182 |
+
|
| 183 |
+
def to_loads(self):
|
| 184 |
+
"""Loads required by the equations of motion method classes.
|
| 185 |
+
|
| 186 |
+
Explanation
|
| 187 |
+
===========
|
| 188 |
+
|
| 189 |
+
``KanesMethod`` requires a list of ``Point``-``Vector`` tuples to be
|
| 190 |
+
passed to the ``loads`` parameters of its ``kanes_equations`` method
|
| 191 |
+
when constructing the equations of motion. This method acts as a
|
| 192 |
+
utility to produce the correctly-structred pairs of points and vectors
|
| 193 |
+
required so that these can be easily concatenated with other items in
|
| 194 |
+
the list of loads and passed to ``KanesMethod.kanes_equations``. These
|
| 195 |
+
loads are also in the correct form to also be passed to the other
|
| 196 |
+
equations of motion method classes, e.g. ``LagrangesMethod``.
|
| 197 |
+
|
| 198 |
+
Examples
|
| 199 |
+
========
|
| 200 |
+
|
| 201 |
+
The below example shows how to generate the loads produced by a force
|
| 202 |
+
actuator that follows a linear pathway. In this example we'll assume
|
| 203 |
+
that the force actuator is being used to model a simple linear spring.
|
| 204 |
+
First, create a linear pathway between two points separated by the
|
| 205 |
+
coordinate ``q`` in the ``x`` direction of the global frame ``N``.
|
| 206 |
+
|
| 207 |
+
>>> from sympy.physics.mechanics import (LinearPathway, Point,
|
| 208 |
+
... ReferenceFrame)
|
| 209 |
+
>>> from sympy.physics.vector import dynamicsymbols
|
| 210 |
+
>>> q = dynamicsymbols('q')
|
| 211 |
+
>>> N = ReferenceFrame('N')
|
| 212 |
+
>>> pA, pB = Point('pA'), Point('pB')
|
| 213 |
+
>>> pB.set_pos(pA, q*N.x)
|
| 214 |
+
>>> pathway = LinearPathway(pA, pB)
|
| 215 |
+
|
| 216 |
+
Now create a symbol ``k`` to describe the spring's stiffness and
|
| 217 |
+
instantiate a force actuator that produces a (contractile) force
|
| 218 |
+
proportional to both the spring's stiffness and the pathway's length.
|
| 219 |
+
Note that actuator classes use the sign convention that expansile
|
| 220 |
+
forces are positive, so for a spring to produce a contractile force the
|
| 221 |
+
spring force needs to be calculated as the negative for the stiffness
|
| 222 |
+
multiplied by the length.
|
| 223 |
+
|
| 224 |
+
>>> from sympy import symbols
|
| 225 |
+
>>> from sympy.physics.mechanics import ForceActuator
|
| 226 |
+
>>> stiffness = symbols('k')
|
| 227 |
+
>>> spring_force = -stiffness*pathway.length
|
| 228 |
+
>>> spring = ForceActuator(spring_force, pathway)
|
| 229 |
+
|
| 230 |
+
The forces produced by the spring can be generated in the list of loads
|
| 231 |
+
form that ``KanesMethod`` (and other equations of motion methods)
|
| 232 |
+
requires by calling the ``to_loads`` method.
|
| 233 |
+
|
| 234 |
+
>>> spring.to_loads()
|
| 235 |
+
[(pA, k*q(t)*N.x), (pB, - k*q(t)*N.x)]
|
| 236 |
+
|
| 237 |
+
A simple linear damper can be modeled in a similar way. Create another
|
| 238 |
+
symbol ``c`` to describe the dampers damping coefficient. This time
|
| 239 |
+
instantiate a force actuator that produces a force proportional to both
|
| 240 |
+
the damper's damping coefficient and the pathway's extension velocity.
|
| 241 |
+
Note that the damping force is negative as it acts in the opposite
|
| 242 |
+
direction to which the damper is changing in length.
|
| 243 |
+
|
| 244 |
+
>>> damping_coefficient = symbols('c')
|
| 245 |
+
>>> damping_force = -damping_coefficient*pathway.extension_velocity
|
| 246 |
+
>>> damper = ForceActuator(damping_force, pathway)
|
| 247 |
+
|
| 248 |
+
Again, the forces produces by the damper can be generated by calling
|
| 249 |
+
the ``to_loads`` method.
|
| 250 |
+
|
| 251 |
+
>>> damper.to_loads()
|
| 252 |
+
[(pA, c*Derivative(q(t), t)*N.x), (pB, - c*Derivative(q(t), t)*N.x)]
|
| 253 |
+
|
| 254 |
+
"""
|
| 255 |
+
return self.pathway.to_loads(self.force)
|
| 256 |
+
|
| 257 |
+
def __repr__(self):
|
| 258 |
+
"""Representation of a ``ForceActuator``."""
|
| 259 |
+
return f'{self.__class__.__name__}({self.force}, {self.pathway})'
|
| 260 |
+
|
| 261 |
+
|
| 262 |
+
class LinearSpring(ForceActuator):
|
| 263 |
+
"""A spring with its spring force as a linear function of its length.
|
| 264 |
+
|
| 265 |
+
Explanation
|
| 266 |
+
===========
|
| 267 |
+
|
| 268 |
+
Note that the "linear" in the name ``LinearSpring`` refers to the fact that
|
| 269 |
+
the spring force is a linear function of the springs length. I.e. for a
|
| 270 |
+
linear spring with stiffness ``k``, distance between its ends of ``x``, and
|
| 271 |
+
an equilibrium length of ``0``, the spring force will be ``-k*x``, which is
|
| 272 |
+
a linear function in ``x``. To create a spring that follows a linear, or
|
| 273 |
+
straight, pathway between its two ends, a ``LinearPathway`` instance needs
|
| 274 |
+
to be passed to the ``pathway`` parameter.
|
| 275 |
+
|
| 276 |
+
A ``LinearSpring`` is a subclass of ``ForceActuator`` and so follows the
|
| 277 |
+
same sign conventions for length, extension velocity, and the direction of
|
| 278 |
+
the forces it applies to its points of attachment on bodies. The sign
|
| 279 |
+
convention for the direction of forces is such that, for the case where a
|
| 280 |
+
linear spring is instantiated with a ``LinearPathway`` instance as its
|
| 281 |
+
pathway, they act to push the two ends of the spring away from one another.
|
| 282 |
+
Because springs produces a contractile force and acts to pull the two ends
|
| 283 |
+
together towards the equilibrium length when stretched, the scalar portion
|
| 284 |
+
of the forces on the endpoint are negative in order to flip the sign of the
|
| 285 |
+
forces on the endpoints when converted into vector quantities. The
|
| 286 |
+
following diagram shows the positive force sense and the distance between
|
| 287 |
+
the points::
|
| 288 |
+
|
| 289 |
+
P Q
|
| 290 |
+
o<--- F --->o
|
| 291 |
+
| |
|
| 292 |
+
|<--l(t)--->|
|
| 293 |
+
|
| 294 |
+
Examples
|
| 295 |
+
========
|
| 296 |
+
|
| 297 |
+
To construct a linear spring, an expression (or symbol) must be supplied to
|
| 298 |
+
represent the stiffness (spring constant) of the spring, alongside a
|
| 299 |
+
pathway specifying its line of action. Let's also create a global reference
|
| 300 |
+
frame and spatially fix one of the points in it while setting the other to
|
| 301 |
+
be positioned such that it can freely move in the frame's x direction
|
| 302 |
+
specified by the coordinate ``q``.
|
| 303 |
+
|
| 304 |
+
>>> from sympy import symbols
|
| 305 |
+
>>> from sympy.physics.mechanics import (LinearPathway, LinearSpring,
|
| 306 |
+
... Point, ReferenceFrame)
|
| 307 |
+
>>> from sympy.physics.vector import dynamicsymbols
|
| 308 |
+
>>> N = ReferenceFrame('N')
|
| 309 |
+
>>> q = dynamicsymbols('q')
|
| 310 |
+
>>> stiffness = symbols('k')
|
| 311 |
+
>>> pA, pB = Point('pA'), Point('pB')
|
| 312 |
+
>>> pA.set_vel(N, 0)
|
| 313 |
+
>>> pB.set_pos(pA, q*N.x)
|
| 314 |
+
>>> pB.pos_from(pA)
|
| 315 |
+
q(t)*N.x
|
| 316 |
+
>>> linear_pathway = LinearPathway(pA, pB)
|
| 317 |
+
>>> spring = LinearSpring(stiffness, linear_pathway)
|
| 318 |
+
>>> spring
|
| 319 |
+
LinearSpring(k, LinearPathway(pA, pB))
|
| 320 |
+
|
| 321 |
+
This spring will produce a force that is proportional to both its stiffness
|
| 322 |
+
and the pathway's length. Note that this force is negative as SymPy's sign
|
| 323 |
+
convention for actuators is that negative forces are contractile.
|
| 324 |
+
|
| 325 |
+
>>> spring.force
|
| 326 |
+
-k*sqrt(q(t)**2)
|
| 327 |
+
|
| 328 |
+
To create a linear spring with a non-zero equilibrium length, an expression
|
| 329 |
+
(or symbol) can be passed to the ``equilibrium_length`` parameter on
|
| 330 |
+
construction on a ``LinearSpring`` instance. Let's create a symbol ``l``
|
| 331 |
+
to denote a non-zero equilibrium length and create another linear spring.
|
| 332 |
+
|
| 333 |
+
>>> l = symbols('l')
|
| 334 |
+
>>> spring = LinearSpring(stiffness, linear_pathway, equilibrium_length=l)
|
| 335 |
+
>>> spring
|
| 336 |
+
LinearSpring(k, LinearPathway(pA, pB), equilibrium_length=l)
|
| 337 |
+
|
| 338 |
+
The spring force of this new spring is again proportional to both its
|
| 339 |
+
stiffness and the pathway's length. However, the spring will not produce
|
| 340 |
+
any force when ``q(t)`` equals ``l``. Note that the force will become
|
| 341 |
+
expansile when ``q(t)`` is less than ``l``, as expected.
|
| 342 |
+
|
| 343 |
+
>>> spring.force
|
| 344 |
+
-k*(-l + sqrt(q(t)**2))
|
| 345 |
+
|
| 346 |
+
Parameters
|
| 347 |
+
==========
|
| 348 |
+
|
| 349 |
+
stiffness : Expr
|
| 350 |
+
The spring constant.
|
| 351 |
+
pathway : PathwayBase
|
| 352 |
+
The pathway that the actuator follows. This must be an instance of a
|
| 353 |
+
concrete subclass of ``PathwayBase``, e.g. ``LinearPathway``.
|
| 354 |
+
equilibrium_length : Expr, optional
|
| 355 |
+
The length at which the spring is in equilibrium, i.e. it produces no
|
| 356 |
+
force. The default value is 0, i.e. the spring force is a linear
|
| 357 |
+
function of the pathway's length with no constant offset.
|
| 358 |
+
|
| 359 |
+
See Also
|
| 360 |
+
========
|
| 361 |
+
|
| 362 |
+
ForceActuator: force-producing actuator (superclass of ``LinearSpring``).
|
| 363 |
+
LinearPathway: straight-line pathway between a pair of points.
|
| 364 |
+
|
| 365 |
+
"""
|
| 366 |
+
|
| 367 |
+
def __init__(self, stiffness, pathway, equilibrium_length=S.Zero):
|
| 368 |
+
"""Initializer for ``LinearSpring``.
|
| 369 |
+
|
| 370 |
+
Parameters
|
| 371 |
+
==========
|
| 372 |
+
|
| 373 |
+
stiffness : Expr
|
| 374 |
+
The spring constant.
|
| 375 |
+
pathway : PathwayBase
|
| 376 |
+
The pathway that the actuator follows. This must be an instance of
|
| 377 |
+
a concrete subclass of ``PathwayBase``, e.g. ``LinearPathway``.
|
| 378 |
+
equilibrium_length : Expr, optional
|
| 379 |
+
The length at which the spring is in equilibrium, i.e. it produces
|
| 380 |
+
no force. The default value is 0, i.e. the spring force is a linear
|
| 381 |
+
function of the pathway's length with no constant offset.
|
| 382 |
+
|
| 383 |
+
"""
|
| 384 |
+
self.stiffness = stiffness
|
| 385 |
+
self.pathway = pathway
|
| 386 |
+
self.equilibrium_length = equilibrium_length
|
| 387 |
+
|
| 388 |
+
@property
|
| 389 |
+
def force(self):
|
| 390 |
+
"""The spring force produced by the linear spring."""
|
| 391 |
+
return -self.stiffness*(self.pathway.length - self.equilibrium_length)
|
| 392 |
+
|
| 393 |
+
@force.setter
|
| 394 |
+
def force(self, force):
|
| 395 |
+
raise AttributeError('Can\'t set computed attribute `force`.')
|
| 396 |
+
|
| 397 |
+
@property
|
| 398 |
+
def stiffness(self):
|
| 399 |
+
"""The spring constant for the linear spring."""
|
| 400 |
+
return self._stiffness
|
| 401 |
+
|
| 402 |
+
@stiffness.setter
|
| 403 |
+
def stiffness(self, stiffness):
|
| 404 |
+
if hasattr(self, '_stiffness'):
|
| 405 |
+
msg = (
|
| 406 |
+
f'Can\'t set attribute `stiffness` to {repr(stiffness)} as it '
|
| 407 |
+
f'is immutable.'
|
| 408 |
+
)
|
| 409 |
+
raise AttributeError(msg)
|
| 410 |
+
self._stiffness = sympify(stiffness, strict=True)
|
| 411 |
+
|
| 412 |
+
@property
|
| 413 |
+
def equilibrium_length(self):
|
| 414 |
+
"""The length of the spring at which it produces no force."""
|
| 415 |
+
return self._equilibrium_length
|
| 416 |
+
|
| 417 |
+
@equilibrium_length.setter
|
| 418 |
+
def equilibrium_length(self, equilibrium_length):
|
| 419 |
+
if hasattr(self, '_equilibrium_length'):
|
| 420 |
+
msg = (
|
| 421 |
+
f'Can\'t set attribute `equilibrium_length` to '
|
| 422 |
+
f'{repr(equilibrium_length)} as it is immutable.'
|
| 423 |
+
)
|
| 424 |
+
raise AttributeError(msg)
|
| 425 |
+
self._equilibrium_length = sympify(equilibrium_length, strict=True)
|
| 426 |
+
|
| 427 |
+
def __repr__(self):
|
| 428 |
+
"""Representation of a ``LinearSpring``."""
|
| 429 |
+
string = f'{self.__class__.__name__}({self.stiffness}, {self.pathway}'
|
| 430 |
+
if self.equilibrium_length == S.Zero:
|
| 431 |
+
string += ')'
|
| 432 |
+
else:
|
| 433 |
+
string += f', equilibrium_length={self.equilibrium_length})'
|
| 434 |
+
return string
|
| 435 |
+
|
| 436 |
+
|
| 437 |
+
class LinearDamper(ForceActuator):
|
| 438 |
+
"""A damper whose force is a linear function of its extension velocity.
|
| 439 |
+
|
| 440 |
+
Explanation
|
| 441 |
+
===========
|
| 442 |
+
|
| 443 |
+
Note that the "linear" in the name ``LinearDamper`` refers to the fact that
|
| 444 |
+
the damping force is a linear function of the damper's rate of change in
|
| 445 |
+
its length. I.e. for a linear damper with damping ``c`` and extension
|
| 446 |
+
velocity ``v``, the damping force will be ``-c*v``, which is a linear
|
| 447 |
+
function in ``v``. To create a damper that follows a linear, or straight,
|
| 448 |
+
pathway between its two ends, a ``LinearPathway`` instance needs to be
|
| 449 |
+
passed to the ``pathway`` parameter.
|
| 450 |
+
|
| 451 |
+
A ``LinearDamper`` is a subclass of ``ForceActuator`` and so follows the
|
| 452 |
+
same sign conventions for length, extension velocity, and the direction of
|
| 453 |
+
the forces it applies to its points of attachment on bodies. The sign
|
| 454 |
+
convention for the direction of forces is such that, for the case where a
|
| 455 |
+
linear damper is instantiated with a ``LinearPathway`` instance as its
|
| 456 |
+
pathway, they act to push the two ends of the damper away from one another.
|
| 457 |
+
Because dampers produce a force that opposes the direction of change in
|
| 458 |
+
length, when extension velocity is positive the scalar portions of the
|
| 459 |
+
forces applied at the two endpoints are negative in order to flip the sign
|
| 460 |
+
of the forces on the endpoints wen converted into vector quantities. When
|
| 461 |
+
extension velocity is negative (i.e. when the damper is shortening), the
|
| 462 |
+
scalar portions of the fofces applied are also negative so that the signs
|
| 463 |
+
cancel producing forces on the endpoints that are in the same direction as
|
| 464 |
+
the positive sign convention for the forces at the endpoints of the pathway
|
| 465 |
+
(i.e. they act to push the endpoints away from one another). The following
|
| 466 |
+
diagram shows the positive force sense and the distance between the
|
| 467 |
+
points::
|
| 468 |
+
|
| 469 |
+
P Q
|
| 470 |
+
o<--- F --->o
|
| 471 |
+
| |
|
| 472 |
+
|<--l(t)--->|
|
| 473 |
+
|
| 474 |
+
Examples
|
| 475 |
+
========
|
| 476 |
+
|
| 477 |
+
To construct a linear damper, an expression (or symbol) must be supplied to
|
| 478 |
+
represent the damping coefficient of the damper (we'll use the symbol
|
| 479 |
+
``c``), alongside a pathway specifying its line of action. Let's also
|
| 480 |
+
create a global reference frame and spatially fix one of the points in it
|
| 481 |
+
while setting the other to be positioned such that it can freely move in
|
| 482 |
+
the frame's x direction specified by the coordinate ``q``. The velocity
|
| 483 |
+
that the two points move away from one another can be specified by the
|
| 484 |
+
coordinate ``u`` where ``u`` is the first time derivative of ``q``
|
| 485 |
+
(i.e., ``u = Derivative(q(t), t)``).
|
| 486 |
+
|
| 487 |
+
>>> from sympy import symbols
|
| 488 |
+
>>> from sympy.physics.mechanics import (LinearDamper, LinearPathway,
|
| 489 |
+
... Point, ReferenceFrame)
|
| 490 |
+
>>> from sympy.physics.vector import dynamicsymbols
|
| 491 |
+
>>> N = ReferenceFrame('N')
|
| 492 |
+
>>> q = dynamicsymbols('q')
|
| 493 |
+
>>> damping = symbols('c')
|
| 494 |
+
>>> pA, pB = Point('pA'), Point('pB')
|
| 495 |
+
>>> pA.set_vel(N, 0)
|
| 496 |
+
>>> pB.set_pos(pA, q*N.x)
|
| 497 |
+
>>> pB.pos_from(pA)
|
| 498 |
+
q(t)*N.x
|
| 499 |
+
>>> pB.vel(N)
|
| 500 |
+
Derivative(q(t), t)*N.x
|
| 501 |
+
>>> linear_pathway = LinearPathway(pA, pB)
|
| 502 |
+
>>> damper = LinearDamper(damping, linear_pathway)
|
| 503 |
+
>>> damper
|
| 504 |
+
LinearDamper(c, LinearPathway(pA, pB))
|
| 505 |
+
|
| 506 |
+
This damper will produce a force that is proportional to both its damping
|
| 507 |
+
coefficient and the pathway's extension length. Note that this force is
|
| 508 |
+
negative as SymPy's sign convention for actuators is that negative forces
|
| 509 |
+
are contractile and the damping force of the damper will oppose the
|
| 510 |
+
direction of length change.
|
| 511 |
+
|
| 512 |
+
>>> damper.force
|
| 513 |
+
-c*sqrt(q(t)**2)*Derivative(q(t), t)/q(t)
|
| 514 |
+
|
| 515 |
+
Parameters
|
| 516 |
+
==========
|
| 517 |
+
|
| 518 |
+
damping : Expr
|
| 519 |
+
The damping constant.
|
| 520 |
+
pathway : PathwayBase
|
| 521 |
+
The pathway that the actuator follows. This must be an instance of a
|
| 522 |
+
concrete subclass of ``PathwayBase``, e.g. ``LinearPathway``.
|
| 523 |
+
|
| 524 |
+
See Also
|
| 525 |
+
========
|
| 526 |
+
|
| 527 |
+
ForceActuator: force-producing actuator (superclass of ``LinearDamper``).
|
| 528 |
+
LinearPathway: straight-line pathway between a pair of points.
|
| 529 |
+
|
| 530 |
+
"""
|
| 531 |
+
|
| 532 |
+
def __init__(self, damping, pathway):
|
| 533 |
+
"""Initializer for ``LinearDamper``.
|
| 534 |
+
|
| 535 |
+
Parameters
|
| 536 |
+
==========
|
| 537 |
+
|
| 538 |
+
damping : Expr
|
| 539 |
+
The damping constant.
|
| 540 |
+
pathway : PathwayBase
|
| 541 |
+
The pathway that the actuator follows. This must be an instance of
|
| 542 |
+
a concrete subclass of ``PathwayBase``, e.g. ``LinearPathway``.
|
| 543 |
+
|
| 544 |
+
"""
|
| 545 |
+
self.damping = damping
|
| 546 |
+
self.pathway = pathway
|
| 547 |
+
|
| 548 |
+
@property
|
| 549 |
+
def force(self):
|
| 550 |
+
"""The damping force produced by the linear damper."""
|
| 551 |
+
return -self.damping*self.pathway.extension_velocity
|
| 552 |
+
|
| 553 |
+
@force.setter
|
| 554 |
+
def force(self, force):
|
| 555 |
+
raise AttributeError('Can\'t set computed attribute `force`.')
|
| 556 |
+
|
| 557 |
+
@property
|
| 558 |
+
def damping(self):
|
| 559 |
+
"""The damping constant for the linear damper."""
|
| 560 |
+
return self._damping
|
| 561 |
+
|
| 562 |
+
@damping.setter
|
| 563 |
+
def damping(self, damping):
|
| 564 |
+
if hasattr(self, '_damping'):
|
| 565 |
+
msg = (
|
| 566 |
+
f'Can\'t set attribute `damping` to {repr(damping)} as it is '
|
| 567 |
+
f'immutable.'
|
| 568 |
+
)
|
| 569 |
+
raise AttributeError(msg)
|
| 570 |
+
self._damping = sympify(damping, strict=True)
|
| 571 |
+
|
| 572 |
+
def __repr__(self):
|
| 573 |
+
"""Representation of a ``LinearDamper``."""
|
| 574 |
+
return f'{self.__class__.__name__}({self.damping}, {self.pathway})'
|
| 575 |
+
|
| 576 |
+
|
| 577 |
+
class TorqueActuator(ActuatorBase):
|
| 578 |
+
"""Torque-producing actuator.
|
| 579 |
+
|
| 580 |
+
Explanation
|
| 581 |
+
===========
|
| 582 |
+
|
| 583 |
+
A ``TorqueActuator`` is an actuator that produces a pair of equal and
|
| 584 |
+
opposite torques on a pair of bodies.
|
| 585 |
+
|
| 586 |
+
Examples
|
| 587 |
+
========
|
| 588 |
+
|
| 589 |
+
To construct a torque actuator, an expression (or symbol) must be supplied
|
| 590 |
+
to represent the torque it can produce, alongside a vector specifying the
|
| 591 |
+
axis about which the torque will act, and a pair of frames on which the
|
| 592 |
+
torque will act.
|
| 593 |
+
|
| 594 |
+
>>> from sympy import symbols
|
| 595 |
+
>>> from sympy.physics.mechanics import (ReferenceFrame, RigidBody,
|
| 596 |
+
... TorqueActuator)
|
| 597 |
+
>>> N = ReferenceFrame('N')
|
| 598 |
+
>>> A = ReferenceFrame('A')
|
| 599 |
+
>>> torque = symbols('T')
|
| 600 |
+
>>> axis = N.z
|
| 601 |
+
>>> parent = RigidBody('parent', frame=N)
|
| 602 |
+
>>> child = RigidBody('child', frame=A)
|
| 603 |
+
>>> bodies = (child, parent)
|
| 604 |
+
>>> actuator = TorqueActuator(torque, axis, *bodies)
|
| 605 |
+
>>> actuator
|
| 606 |
+
TorqueActuator(T, axis=N.z, target_frame=A, reaction_frame=N)
|
| 607 |
+
|
| 608 |
+
Note that because torques actually act on frames, not bodies,
|
| 609 |
+
``TorqueActuator`` will extract the frame associated with a ``RigidBody``
|
| 610 |
+
when one is passed instead of a ``ReferenceFrame``.
|
| 611 |
+
|
| 612 |
+
Parameters
|
| 613 |
+
==========
|
| 614 |
+
|
| 615 |
+
torque : Expr
|
| 616 |
+
The scalar expression defining the torque that the actuator produces.
|
| 617 |
+
axis : Vector
|
| 618 |
+
The axis about which the actuator applies torques.
|
| 619 |
+
target_frame : ReferenceFrame | RigidBody
|
| 620 |
+
The primary frame on which the actuator will apply the torque.
|
| 621 |
+
reaction_frame : ReferenceFrame | RigidBody | None
|
| 622 |
+
The secondary frame on which the actuator will apply the torque. Note
|
| 623 |
+
that the (equal and opposite) reaction torque is applied to this frame.
|
| 624 |
+
|
| 625 |
+
"""
|
| 626 |
+
|
| 627 |
+
def __init__(self, torque, axis, target_frame, reaction_frame=None):
|
| 628 |
+
"""Initializer for ``TorqueActuator``.
|
| 629 |
+
|
| 630 |
+
Parameters
|
| 631 |
+
==========
|
| 632 |
+
|
| 633 |
+
torque : Expr
|
| 634 |
+
The scalar expression defining the torque that the actuator
|
| 635 |
+
produces.
|
| 636 |
+
axis : Vector
|
| 637 |
+
The axis about which the actuator applies torques.
|
| 638 |
+
target_frame : ReferenceFrame | RigidBody
|
| 639 |
+
The primary frame on which the actuator will apply the torque.
|
| 640 |
+
reaction_frame : ReferenceFrame | RigidBody | None
|
| 641 |
+
The secondary frame on which the actuator will apply the torque.
|
| 642 |
+
Note that the (equal and opposite) reaction torque is applied to
|
| 643 |
+
this frame.
|
| 644 |
+
|
| 645 |
+
"""
|
| 646 |
+
self.torque = torque
|
| 647 |
+
self.axis = axis
|
| 648 |
+
self.target_frame = target_frame
|
| 649 |
+
self.reaction_frame = reaction_frame
|
| 650 |
+
|
| 651 |
+
@classmethod
|
| 652 |
+
def at_pin_joint(cls, torque, pin_joint):
|
| 653 |
+
"""Alternate construtor to instantiate from a ``PinJoint`` instance.
|
| 654 |
+
|
| 655 |
+
Examples
|
| 656 |
+
========
|
| 657 |
+
|
| 658 |
+
To create a pin joint the ``PinJoint`` class requires a name, parent
|
| 659 |
+
body, and child body to be passed to its constructor. It is also
|
| 660 |
+
possible to control the joint axis using the ``joint_axis`` keyword
|
| 661 |
+
argument. In this example let's use the parent body's reference frame's
|
| 662 |
+
z-axis as the joint axis.
|
| 663 |
+
|
| 664 |
+
>>> from sympy.physics.mechanics import (PinJoint, ReferenceFrame,
|
| 665 |
+
... RigidBody, TorqueActuator)
|
| 666 |
+
>>> N = ReferenceFrame('N')
|
| 667 |
+
>>> A = ReferenceFrame('A')
|
| 668 |
+
>>> parent = RigidBody('parent', frame=N)
|
| 669 |
+
>>> child = RigidBody('child', frame=A)
|
| 670 |
+
>>> pin_joint = PinJoint(
|
| 671 |
+
... 'pin',
|
| 672 |
+
... parent,
|
| 673 |
+
... child,
|
| 674 |
+
... joint_axis=N.z,
|
| 675 |
+
... )
|
| 676 |
+
|
| 677 |
+
Let's also create a symbol ``T`` that will represent the torque applied
|
| 678 |
+
by the torque actuator.
|
| 679 |
+
|
| 680 |
+
>>> from sympy import symbols
|
| 681 |
+
>>> torque = symbols('T')
|
| 682 |
+
|
| 683 |
+
To create the torque actuator from the ``torque`` and ``pin_joint``
|
| 684 |
+
variables previously instantiated, these can be passed to the alternate
|
| 685 |
+
constructor class method ``at_pin_joint`` of the ``TorqueActuator``
|
| 686 |
+
class. It should be noted that a positive torque will cause a positive
|
| 687 |
+
displacement of the joint coordinate or that the torque is applied on
|
| 688 |
+
the child body with a reaction torque on the parent.
|
| 689 |
+
|
| 690 |
+
>>> actuator = TorqueActuator.at_pin_joint(torque, pin_joint)
|
| 691 |
+
>>> actuator
|
| 692 |
+
TorqueActuator(T, axis=N.z, target_frame=A, reaction_frame=N)
|
| 693 |
+
|
| 694 |
+
Parameters
|
| 695 |
+
==========
|
| 696 |
+
|
| 697 |
+
torque : Expr
|
| 698 |
+
The scalar expression defining the torque that the actuator
|
| 699 |
+
produces.
|
| 700 |
+
pin_joint : PinJoint
|
| 701 |
+
The pin joint, and by association the parent and child bodies, on
|
| 702 |
+
which the torque actuator will act. The pair of bodies acted upon
|
| 703 |
+
by the torque actuator are the parent and child bodies of the pin
|
| 704 |
+
joint, with the child acting as the reaction body. The pin joint's
|
| 705 |
+
axis is used as the axis about which the torque actuator will apply
|
| 706 |
+
its torque.
|
| 707 |
+
|
| 708 |
+
"""
|
| 709 |
+
if not isinstance(pin_joint, PinJoint):
|
| 710 |
+
msg = (
|
| 711 |
+
f'Value {repr(pin_joint)} passed to `pin_joint` was of type '
|
| 712 |
+
f'{type(pin_joint)}, must be {PinJoint}.'
|
| 713 |
+
)
|
| 714 |
+
raise TypeError(msg)
|
| 715 |
+
return cls(
|
| 716 |
+
torque,
|
| 717 |
+
pin_joint.joint_axis,
|
| 718 |
+
pin_joint.child_interframe,
|
| 719 |
+
pin_joint.parent_interframe,
|
| 720 |
+
)
|
| 721 |
+
|
| 722 |
+
@property
|
| 723 |
+
def torque(self):
|
| 724 |
+
"""The magnitude of the torque produced by the actuator."""
|
| 725 |
+
return self._torque
|
| 726 |
+
|
| 727 |
+
@torque.setter
|
| 728 |
+
def torque(self, torque):
|
| 729 |
+
if hasattr(self, '_torque'):
|
| 730 |
+
msg = (
|
| 731 |
+
f'Can\'t set attribute `torque` to {repr(torque)} as it is '
|
| 732 |
+
f'immutable.'
|
| 733 |
+
)
|
| 734 |
+
raise AttributeError(msg)
|
| 735 |
+
self._torque = sympify(torque, strict=True)
|
| 736 |
+
|
| 737 |
+
@property
|
| 738 |
+
def axis(self):
|
| 739 |
+
"""The axis about which the torque acts."""
|
| 740 |
+
return self._axis
|
| 741 |
+
|
| 742 |
+
@axis.setter
|
| 743 |
+
def axis(self, axis):
|
| 744 |
+
if hasattr(self, '_axis'):
|
| 745 |
+
msg = (
|
| 746 |
+
f'Can\'t set attribute `axis` to {repr(axis)} as it is '
|
| 747 |
+
f'immutable.'
|
| 748 |
+
)
|
| 749 |
+
raise AttributeError(msg)
|
| 750 |
+
if not isinstance(axis, Vector):
|
| 751 |
+
msg = (
|
| 752 |
+
f'Value {repr(axis)} passed to `axis` was of type '
|
| 753 |
+
f'{type(axis)}, must be {Vector}.'
|
| 754 |
+
)
|
| 755 |
+
raise TypeError(msg)
|
| 756 |
+
self._axis = axis
|
| 757 |
+
|
| 758 |
+
@property
|
| 759 |
+
def target_frame(self):
|
| 760 |
+
"""The primary reference frames on which the torque will act."""
|
| 761 |
+
return self._target_frame
|
| 762 |
+
|
| 763 |
+
@target_frame.setter
|
| 764 |
+
def target_frame(self, target_frame):
|
| 765 |
+
if hasattr(self, '_target_frame'):
|
| 766 |
+
msg = (
|
| 767 |
+
f'Can\'t set attribute `target_frame` to {repr(target_frame)} '
|
| 768 |
+
f'as it is immutable.'
|
| 769 |
+
)
|
| 770 |
+
raise AttributeError(msg)
|
| 771 |
+
if isinstance(target_frame, RigidBody):
|
| 772 |
+
target_frame = target_frame.frame
|
| 773 |
+
elif not isinstance(target_frame, ReferenceFrame):
|
| 774 |
+
msg = (
|
| 775 |
+
f'Value {repr(target_frame)} passed to `target_frame` was of '
|
| 776 |
+
f'type {type(target_frame)}, must be {ReferenceFrame}.'
|
| 777 |
+
)
|
| 778 |
+
raise TypeError(msg)
|
| 779 |
+
self._target_frame = target_frame
|
| 780 |
+
|
| 781 |
+
@property
|
| 782 |
+
def reaction_frame(self):
|
| 783 |
+
"""The primary reference frames on which the torque will act."""
|
| 784 |
+
return self._reaction_frame
|
| 785 |
+
|
| 786 |
+
@reaction_frame.setter
|
| 787 |
+
def reaction_frame(self, reaction_frame):
|
| 788 |
+
if hasattr(self, '_reaction_frame'):
|
| 789 |
+
msg = (
|
| 790 |
+
f'Can\'t set attribute `reaction_frame` to '
|
| 791 |
+
f'{repr(reaction_frame)} as it is immutable.'
|
| 792 |
+
)
|
| 793 |
+
raise AttributeError(msg)
|
| 794 |
+
if isinstance(reaction_frame, RigidBody):
|
| 795 |
+
reaction_frame = reaction_frame.frame
|
| 796 |
+
elif (
|
| 797 |
+
not isinstance(reaction_frame, ReferenceFrame)
|
| 798 |
+
and reaction_frame is not None
|
| 799 |
+
):
|
| 800 |
+
msg = (
|
| 801 |
+
f'Value {repr(reaction_frame)} passed to `reaction_frame` was '
|
| 802 |
+
f'of type {type(reaction_frame)}, must be {ReferenceFrame}.'
|
| 803 |
+
)
|
| 804 |
+
raise TypeError(msg)
|
| 805 |
+
self._reaction_frame = reaction_frame
|
| 806 |
+
|
| 807 |
+
def to_loads(self):
|
| 808 |
+
"""Loads required by the equations of motion method classes.
|
| 809 |
+
|
| 810 |
+
Explanation
|
| 811 |
+
===========
|
| 812 |
+
|
| 813 |
+
``KanesMethod`` requires a list of ``Point``-``Vector`` tuples to be
|
| 814 |
+
passed to the ``loads`` parameters of its ``kanes_equations`` method
|
| 815 |
+
when constructing the equations of motion. This method acts as a
|
| 816 |
+
utility to produce the correctly-structred pairs of points and vectors
|
| 817 |
+
required so that these can be easily concatenated with other items in
|
| 818 |
+
the list of loads and passed to ``KanesMethod.kanes_equations``. These
|
| 819 |
+
loads are also in the correct form to also be passed to the other
|
| 820 |
+
equations of motion method classes, e.g. ``LagrangesMethod``.
|
| 821 |
+
|
| 822 |
+
Examples
|
| 823 |
+
========
|
| 824 |
+
|
| 825 |
+
The below example shows how to generate the loads produced by a torque
|
| 826 |
+
actuator that acts on a pair of bodies attached by a pin joint.
|
| 827 |
+
|
| 828 |
+
>>> from sympy import symbols
|
| 829 |
+
>>> from sympy.physics.mechanics import (PinJoint, ReferenceFrame,
|
| 830 |
+
... RigidBody, TorqueActuator)
|
| 831 |
+
>>> torque = symbols('T')
|
| 832 |
+
>>> N = ReferenceFrame('N')
|
| 833 |
+
>>> A = ReferenceFrame('A')
|
| 834 |
+
>>> parent = RigidBody('parent', frame=N)
|
| 835 |
+
>>> child = RigidBody('child', frame=A)
|
| 836 |
+
>>> pin_joint = PinJoint(
|
| 837 |
+
... 'pin',
|
| 838 |
+
... parent,
|
| 839 |
+
... child,
|
| 840 |
+
... joint_axis=N.z,
|
| 841 |
+
... )
|
| 842 |
+
>>> actuator = TorqueActuator.at_pin_joint(torque, pin_joint)
|
| 843 |
+
|
| 844 |
+
The forces produces by the damper can be generated by calling the
|
| 845 |
+
``to_loads`` method.
|
| 846 |
+
|
| 847 |
+
>>> actuator.to_loads()
|
| 848 |
+
[(A, T*N.z), (N, - T*N.z)]
|
| 849 |
+
|
| 850 |
+
Alternatively, if a torque actuator is created without a reaction frame
|
| 851 |
+
then the loads returned by the ``to_loads`` method will contain just
|
| 852 |
+
the single load acting on the target frame.
|
| 853 |
+
|
| 854 |
+
>>> actuator = TorqueActuator(torque, N.z, N)
|
| 855 |
+
>>> actuator.to_loads()
|
| 856 |
+
[(N, T*N.z)]
|
| 857 |
+
|
| 858 |
+
"""
|
| 859 |
+
loads = [
|
| 860 |
+
Torque(self.target_frame, self.torque*self.axis),
|
| 861 |
+
]
|
| 862 |
+
if self.reaction_frame is not None:
|
| 863 |
+
loads.append(Torque(self.reaction_frame, -self.torque*self.axis))
|
| 864 |
+
return loads
|
| 865 |
+
|
| 866 |
+
def __repr__(self):
|
| 867 |
+
"""Representation of a ``TorqueActuator``."""
|
| 868 |
+
string = (
|
| 869 |
+
f'{self.__class__.__name__}({self.torque}, axis={self.axis}, '
|
| 870 |
+
f'target_frame={self.target_frame}'
|
| 871 |
+
)
|
| 872 |
+
if self.reaction_frame is not None:
|
| 873 |
+
string += f', reaction_frame={self.reaction_frame})'
|
| 874 |
+
else:
|
| 875 |
+
string += ')'
|
| 876 |
+
return string
|
| 877 |
+
|
| 878 |
+
|
| 879 |
+
class DuffingSpring(ForceActuator):
|
| 880 |
+
"""A nonlinear spring based on the Duffing equation.
|
| 881 |
+
|
| 882 |
+
Explanation
|
| 883 |
+
===========
|
| 884 |
+
|
| 885 |
+
Here, ``DuffingSpring`` represents the force exerted by a nonlinear spring based on the Duffing equation:
|
| 886 |
+
F = -beta*x-alpha*x**3, where x is the displacement from the equilibrium position, beta is the linear spring constant,
|
| 887 |
+
and alpha is the coefficient for the nonlinear cubic term.
|
| 888 |
+
|
| 889 |
+
Parameters
|
| 890 |
+
==========
|
| 891 |
+
|
| 892 |
+
linear_stiffness : Expr
|
| 893 |
+
The linear stiffness coefficient (beta).
|
| 894 |
+
nonlinear_stiffness : Expr
|
| 895 |
+
The nonlinear stiffness coefficient (alpha).
|
| 896 |
+
pathway : PathwayBase
|
| 897 |
+
The pathway that the actuator follows.
|
| 898 |
+
equilibrium_length : Expr, optional
|
| 899 |
+
The length at which the spring is in equilibrium (x).
|
| 900 |
+
"""
|
| 901 |
+
|
| 902 |
+
def __init__(self, linear_stiffness, nonlinear_stiffness, pathway, equilibrium_length=S.Zero):
|
| 903 |
+
self.linear_stiffness = sympify(linear_stiffness, strict=True)
|
| 904 |
+
self.nonlinear_stiffness = sympify(nonlinear_stiffness, strict=True)
|
| 905 |
+
self.equilibrium_length = sympify(equilibrium_length, strict=True)
|
| 906 |
+
|
| 907 |
+
if not isinstance(pathway, PathwayBase):
|
| 908 |
+
raise TypeError("pathway must be an instance of PathwayBase.")
|
| 909 |
+
self._pathway = pathway
|
| 910 |
+
|
| 911 |
+
@property
|
| 912 |
+
def linear_stiffness(self):
|
| 913 |
+
return self._linear_stiffness
|
| 914 |
+
|
| 915 |
+
@linear_stiffness.setter
|
| 916 |
+
def linear_stiffness(self, linear_stiffness):
|
| 917 |
+
if hasattr(self, '_linear_stiffness'):
|
| 918 |
+
msg = (
|
| 919 |
+
f'Can\'t set attribute `linear_stiffness` to '
|
| 920 |
+
f'{repr(linear_stiffness)} as it is immutable.'
|
| 921 |
+
)
|
| 922 |
+
raise AttributeError(msg)
|
| 923 |
+
self._linear_stiffness = sympify(linear_stiffness, strict=True)
|
| 924 |
+
|
| 925 |
+
@property
|
| 926 |
+
def nonlinear_stiffness(self):
|
| 927 |
+
return self._nonlinear_stiffness
|
| 928 |
+
|
| 929 |
+
@nonlinear_stiffness.setter
|
| 930 |
+
def nonlinear_stiffness(self, nonlinear_stiffness):
|
| 931 |
+
if hasattr(self, '_nonlinear_stiffness'):
|
| 932 |
+
msg = (
|
| 933 |
+
f'Can\'t set attribute `nonlinear_stiffness` to '
|
| 934 |
+
f'{repr(nonlinear_stiffness)} as it is immutable.'
|
| 935 |
+
)
|
| 936 |
+
raise AttributeError(msg)
|
| 937 |
+
self._nonlinear_stiffness = sympify(nonlinear_stiffness, strict=True)
|
| 938 |
+
|
| 939 |
+
@property
|
| 940 |
+
def pathway(self):
|
| 941 |
+
return self._pathway
|
| 942 |
+
|
| 943 |
+
@pathway.setter
|
| 944 |
+
def pathway(self, pathway):
|
| 945 |
+
if hasattr(self, '_pathway'):
|
| 946 |
+
msg = (
|
| 947 |
+
f'Can\'t set attribute `pathway` to {repr(pathway)} as it is '
|
| 948 |
+
f'immutable.'
|
| 949 |
+
)
|
| 950 |
+
raise AttributeError(msg)
|
| 951 |
+
if not isinstance(pathway, PathwayBase):
|
| 952 |
+
msg = (
|
| 953 |
+
f'Value {repr(pathway)} passed to `pathway` was of type '
|
| 954 |
+
f'{type(pathway)}, must be {PathwayBase}.'
|
| 955 |
+
)
|
| 956 |
+
raise TypeError(msg)
|
| 957 |
+
self._pathway = pathway
|
| 958 |
+
|
| 959 |
+
@property
|
| 960 |
+
def equilibrium_length(self):
|
| 961 |
+
return self._equilibrium_length
|
| 962 |
+
|
| 963 |
+
@equilibrium_length.setter
|
| 964 |
+
def equilibrium_length(self, equilibrium_length):
|
| 965 |
+
if hasattr(self, '_equilibrium_length'):
|
| 966 |
+
msg = (
|
| 967 |
+
f'Can\'t set attribute `equilibrium_length` to '
|
| 968 |
+
f'{repr(equilibrium_length)} as it is immutable.'
|
| 969 |
+
)
|
| 970 |
+
raise AttributeError(msg)
|
| 971 |
+
self._equilibrium_length = sympify(equilibrium_length, strict=True)
|
| 972 |
+
|
| 973 |
+
@property
|
| 974 |
+
def force(self):
|
| 975 |
+
"""The force produced by the Duffing spring."""
|
| 976 |
+
displacement = self.pathway.length - self.equilibrium_length
|
| 977 |
+
return -self.linear_stiffness * displacement - self.nonlinear_stiffness * displacement**3
|
| 978 |
+
|
| 979 |
+
@force.setter
|
| 980 |
+
def force(self, force):
|
| 981 |
+
if hasattr(self, '_force'):
|
| 982 |
+
msg = (
|
| 983 |
+
f'Can\'t set attribute `force` to {repr(force)} as it is '
|
| 984 |
+
f'immutable.'
|
| 985 |
+
)
|
| 986 |
+
raise AttributeError(msg)
|
| 987 |
+
self._force = sympify(force, strict=True)
|
| 988 |
+
|
| 989 |
+
def __repr__(self):
|
| 990 |
+
return (f"{self.__class__.__name__}("
|
| 991 |
+
f"{self.linear_stiffness}, {self.nonlinear_stiffness}, {self.pathway}, "
|
| 992 |
+
f"equilibrium_length={self.equilibrium_length})")
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/inertia.py
ADDED
|
@@ -0,0 +1,197 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from sympy import sympify
|
| 2 |
+
from sympy.physics.vector import Point, Dyadic, ReferenceFrame, outer
|
| 3 |
+
from collections import namedtuple
|
| 4 |
+
|
| 5 |
+
__all__ = ['inertia', 'inertia_of_point_mass', 'Inertia']
|
| 6 |
+
|
| 7 |
+
|
| 8 |
+
def inertia(frame, ixx, iyy, izz, ixy=0, iyz=0, izx=0):
|
| 9 |
+
"""Simple way to create inertia Dyadic object.
|
| 10 |
+
|
| 11 |
+
Explanation
|
| 12 |
+
===========
|
| 13 |
+
|
| 14 |
+
Creates an inertia Dyadic based on the given tensor values and a body-fixed
|
| 15 |
+
reference frame.
|
| 16 |
+
|
| 17 |
+
Parameters
|
| 18 |
+
==========
|
| 19 |
+
|
| 20 |
+
frame : ReferenceFrame
|
| 21 |
+
The frame the inertia is defined in.
|
| 22 |
+
ixx : Sympifyable
|
| 23 |
+
The xx element in the inertia dyadic.
|
| 24 |
+
iyy : Sympifyable
|
| 25 |
+
The yy element in the inertia dyadic.
|
| 26 |
+
izz : Sympifyable
|
| 27 |
+
The zz element in the inertia dyadic.
|
| 28 |
+
ixy : Sympifyable
|
| 29 |
+
The xy element in the inertia dyadic.
|
| 30 |
+
iyz : Sympifyable
|
| 31 |
+
The yz element in the inertia dyadic.
|
| 32 |
+
izx : Sympifyable
|
| 33 |
+
The zx element in the inertia dyadic.
|
| 34 |
+
|
| 35 |
+
Examples
|
| 36 |
+
========
|
| 37 |
+
|
| 38 |
+
>>> from sympy.physics.mechanics import ReferenceFrame, inertia
|
| 39 |
+
>>> N = ReferenceFrame('N')
|
| 40 |
+
>>> inertia(N, 1, 2, 3)
|
| 41 |
+
(N.x|N.x) + 2*(N.y|N.y) + 3*(N.z|N.z)
|
| 42 |
+
|
| 43 |
+
"""
|
| 44 |
+
|
| 45 |
+
if not isinstance(frame, ReferenceFrame):
|
| 46 |
+
raise TypeError('Need to define the inertia in a frame')
|
| 47 |
+
ixx, iyy, izz = sympify(ixx), sympify(iyy), sympify(izz)
|
| 48 |
+
ixy, iyz, izx = sympify(ixy), sympify(iyz), sympify(izx)
|
| 49 |
+
return (ixx*outer(frame.x, frame.x) + ixy*outer(frame.x, frame.y) +
|
| 50 |
+
izx*outer(frame.x, frame.z) + ixy*outer(frame.y, frame.x) +
|
| 51 |
+
iyy*outer(frame.y, frame.y) + iyz*outer(frame.y, frame.z) +
|
| 52 |
+
izx*outer(frame.z, frame.x) + iyz*outer(frame.z, frame.y) +
|
| 53 |
+
izz*outer(frame.z, frame.z))
|
| 54 |
+
|
| 55 |
+
|
| 56 |
+
def inertia_of_point_mass(mass, pos_vec, frame):
|
| 57 |
+
"""Inertia dyadic of a point mass relative to point O.
|
| 58 |
+
|
| 59 |
+
Parameters
|
| 60 |
+
==========
|
| 61 |
+
|
| 62 |
+
mass : Sympifyable
|
| 63 |
+
Mass of the point mass
|
| 64 |
+
pos_vec : Vector
|
| 65 |
+
Position from point O to point mass
|
| 66 |
+
frame : ReferenceFrame
|
| 67 |
+
Reference frame to express the dyadic in
|
| 68 |
+
|
| 69 |
+
Examples
|
| 70 |
+
========
|
| 71 |
+
|
| 72 |
+
>>> from sympy import symbols
|
| 73 |
+
>>> from sympy.physics.mechanics import ReferenceFrame, inertia_of_point_mass
|
| 74 |
+
>>> N = ReferenceFrame('N')
|
| 75 |
+
>>> r, m = symbols('r m')
|
| 76 |
+
>>> px = r * N.x
|
| 77 |
+
>>> inertia_of_point_mass(m, px, N)
|
| 78 |
+
m*r**2*(N.y|N.y) + m*r**2*(N.z|N.z)
|
| 79 |
+
|
| 80 |
+
"""
|
| 81 |
+
|
| 82 |
+
return mass*(
|
| 83 |
+
(outer(frame.x, frame.x) +
|
| 84 |
+
outer(frame.y, frame.y) +
|
| 85 |
+
outer(frame.z, frame.z)) *
|
| 86 |
+
(pos_vec.dot(pos_vec)) - outer(pos_vec, pos_vec))
|
| 87 |
+
|
| 88 |
+
|
| 89 |
+
class Inertia(namedtuple('Inertia', ['dyadic', 'point'])):
|
| 90 |
+
"""Inertia object consisting of a Dyadic and a Point of reference.
|
| 91 |
+
|
| 92 |
+
Explanation
|
| 93 |
+
===========
|
| 94 |
+
|
| 95 |
+
This is a simple class to store the Point and Dyadic, belonging to an
|
| 96 |
+
inertia.
|
| 97 |
+
|
| 98 |
+
Attributes
|
| 99 |
+
==========
|
| 100 |
+
|
| 101 |
+
dyadic : Dyadic
|
| 102 |
+
The dyadic of the inertia.
|
| 103 |
+
point : Point
|
| 104 |
+
The reference point of the inertia.
|
| 105 |
+
|
| 106 |
+
Examples
|
| 107 |
+
========
|
| 108 |
+
|
| 109 |
+
>>> from sympy.physics.mechanics import ReferenceFrame, Point, Inertia
|
| 110 |
+
>>> N = ReferenceFrame('N')
|
| 111 |
+
>>> Po = Point('Po')
|
| 112 |
+
>>> Inertia(N.x.outer(N.x) + N.y.outer(N.y) + N.z.outer(N.z), Po)
|
| 113 |
+
((N.x|N.x) + (N.y|N.y) + (N.z|N.z), Po)
|
| 114 |
+
|
| 115 |
+
In the example above the Dyadic was created manually, one can however also
|
| 116 |
+
use the ``inertia`` function for this or the class method ``from_tensor`` as
|
| 117 |
+
shown below.
|
| 118 |
+
|
| 119 |
+
>>> Inertia.from_inertia_scalars(Po, N, 1, 1, 1)
|
| 120 |
+
((N.x|N.x) + (N.y|N.y) + (N.z|N.z), Po)
|
| 121 |
+
|
| 122 |
+
"""
|
| 123 |
+
def __new__(cls, dyadic, point):
|
| 124 |
+
# Switch order if given in the wrong order
|
| 125 |
+
if isinstance(dyadic, Point) and isinstance(point, Dyadic):
|
| 126 |
+
point, dyadic = dyadic, point
|
| 127 |
+
if not isinstance(point, Point):
|
| 128 |
+
raise TypeError('Reference point should be of type Point')
|
| 129 |
+
if not isinstance(dyadic, Dyadic):
|
| 130 |
+
raise TypeError('Inertia value should be expressed as a Dyadic')
|
| 131 |
+
return super().__new__(cls, dyadic, point)
|
| 132 |
+
|
| 133 |
+
@classmethod
|
| 134 |
+
def from_inertia_scalars(cls, point, frame, ixx, iyy, izz, ixy=0, iyz=0,
|
| 135 |
+
izx=0):
|
| 136 |
+
"""Simple way to create an Inertia object based on the tensor values.
|
| 137 |
+
|
| 138 |
+
Explanation
|
| 139 |
+
===========
|
| 140 |
+
|
| 141 |
+
This class method uses the :func`~.inertia` to create the Dyadic based
|
| 142 |
+
on the tensor values.
|
| 143 |
+
|
| 144 |
+
Parameters
|
| 145 |
+
==========
|
| 146 |
+
|
| 147 |
+
point : Point
|
| 148 |
+
The reference point of the inertia.
|
| 149 |
+
frame : ReferenceFrame
|
| 150 |
+
The frame the inertia is defined in.
|
| 151 |
+
ixx : Sympifyable
|
| 152 |
+
The xx element in the inertia dyadic.
|
| 153 |
+
iyy : Sympifyable
|
| 154 |
+
The yy element in the inertia dyadic.
|
| 155 |
+
izz : Sympifyable
|
| 156 |
+
The zz element in the inertia dyadic.
|
| 157 |
+
ixy : Sympifyable
|
| 158 |
+
The xy element in the inertia dyadic.
|
| 159 |
+
iyz : Sympifyable
|
| 160 |
+
The yz element in the inertia dyadic.
|
| 161 |
+
izx : Sympifyable
|
| 162 |
+
The zx element in the inertia dyadic.
|
| 163 |
+
|
| 164 |
+
Examples
|
| 165 |
+
========
|
| 166 |
+
|
| 167 |
+
>>> from sympy import symbols
|
| 168 |
+
>>> from sympy.physics.mechanics import ReferenceFrame, Point, Inertia
|
| 169 |
+
>>> ixx, iyy, izz, ixy, iyz, izx = symbols('ixx iyy izz ixy iyz izx')
|
| 170 |
+
>>> N = ReferenceFrame('N')
|
| 171 |
+
>>> P = Point('P')
|
| 172 |
+
>>> I = Inertia.from_inertia_scalars(P, N, ixx, iyy, izz, ixy, iyz, izx)
|
| 173 |
+
|
| 174 |
+
The tensor values can easily be seen when converting the dyadic to a
|
| 175 |
+
matrix.
|
| 176 |
+
|
| 177 |
+
>>> I.dyadic.to_matrix(N)
|
| 178 |
+
Matrix([
|
| 179 |
+
[ixx, ixy, izx],
|
| 180 |
+
[ixy, iyy, iyz],
|
| 181 |
+
[izx, iyz, izz]])
|
| 182 |
+
|
| 183 |
+
"""
|
| 184 |
+
return cls(inertia(frame, ixx, iyy, izz, ixy, iyz, izx), point)
|
| 185 |
+
|
| 186 |
+
def __add__(self, other):
|
| 187 |
+
raise TypeError(f"unsupported operand type(s) for +: "
|
| 188 |
+
f"'{self.__class__.__name__}' and "
|
| 189 |
+
f"'{other.__class__.__name__}'")
|
| 190 |
+
|
| 191 |
+
def __mul__(self, other):
|
| 192 |
+
raise TypeError(f"unsupported operand type(s) for *: "
|
| 193 |
+
f"'{self.__class__.__name__}' and "
|
| 194 |
+
f"'{other.__class__.__name__}'")
|
| 195 |
+
|
| 196 |
+
__radd__ = __add__
|
| 197 |
+
__rmul__ = __mul__
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/joint.py
ADDED
|
@@ -0,0 +1,2188 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# coding=utf-8
|
| 2 |
+
|
| 3 |
+
from abc import ABC, abstractmethod
|
| 4 |
+
|
| 5 |
+
from sympy import pi, Derivative, Matrix
|
| 6 |
+
from sympy.core.function import AppliedUndef
|
| 7 |
+
from sympy.physics.mechanics.body_base import BodyBase
|
| 8 |
+
from sympy.physics.mechanics.functions import _validate_coordinates
|
| 9 |
+
from sympy.physics.vector import (Vector, dynamicsymbols, cross, Point,
|
| 10 |
+
ReferenceFrame)
|
| 11 |
+
from sympy.utilities.iterables import iterable
|
| 12 |
+
from sympy.utilities.exceptions import sympy_deprecation_warning
|
| 13 |
+
|
| 14 |
+
__all__ = ['Joint', 'PinJoint', 'PrismaticJoint', 'CylindricalJoint',
|
| 15 |
+
'PlanarJoint', 'SphericalJoint', 'WeldJoint']
|
| 16 |
+
|
| 17 |
+
|
| 18 |
+
class Joint(ABC):
|
| 19 |
+
"""Abstract base class for all specific joints.
|
| 20 |
+
|
| 21 |
+
Explanation
|
| 22 |
+
===========
|
| 23 |
+
|
| 24 |
+
A joint subtracts degrees of freedom from a body. This is the base class
|
| 25 |
+
for all specific joints and holds all common methods acting as an interface
|
| 26 |
+
for all joints. Custom joint can be created by inheriting Joint class and
|
| 27 |
+
defining all abstract functions.
|
| 28 |
+
|
| 29 |
+
The abstract methods are:
|
| 30 |
+
|
| 31 |
+
- ``_generate_coordinates``
|
| 32 |
+
- ``_generate_speeds``
|
| 33 |
+
- ``_orient_frames``
|
| 34 |
+
- ``_set_angular_velocity``
|
| 35 |
+
- ``_set_linear_velocity``
|
| 36 |
+
|
| 37 |
+
Parameters
|
| 38 |
+
==========
|
| 39 |
+
|
| 40 |
+
name : string
|
| 41 |
+
A unique name for the joint.
|
| 42 |
+
parent : Particle or RigidBody or Body
|
| 43 |
+
The parent body of joint.
|
| 44 |
+
child : Particle or RigidBody or Body
|
| 45 |
+
The child body of joint.
|
| 46 |
+
coordinates : iterable of dynamicsymbols, optional
|
| 47 |
+
Generalized coordinates of the joint.
|
| 48 |
+
speeds : iterable of dynamicsymbols, optional
|
| 49 |
+
Generalized speeds of joint.
|
| 50 |
+
parent_point : Point or Vector, optional
|
| 51 |
+
Attachment point where the joint is fixed to the parent body. If a
|
| 52 |
+
vector is provided, then the attachment point is computed by adding the
|
| 53 |
+
vector to the body's mass center. The default value is the parent's mass
|
| 54 |
+
center.
|
| 55 |
+
child_point : Point or Vector, optional
|
| 56 |
+
Attachment point where the joint is fixed to the child body. If a
|
| 57 |
+
vector is provided, then the attachment point is computed by adding the
|
| 58 |
+
vector to the body's mass center. The default value is the child's mass
|
| 59 |
+
center.
|
| 60 |
+
parent_axis : Vector, optional
|
| 61 |
+
.. deprecated:: 1.12
|
| 62 |
+
Axis fixed in the parent body which aligns with an axis fixed in the
|
| 63 |
+
child body. The default is the x axis of parent's reference frame.
|
| 64 |
+
For more information on this deprecation, see
|
| 65 |
+
:ref:`deprecated-mechanics-joint-axis`.
|
| 66 |
+
child_axis : Vector, optional
|
| 67 |
+
.. deprecated:: 1.12
|
| 68 |
+
Axis fixed in the child body which aligns with an axis fixed in the
|
| 69 |
+
parent body. The default is the x axis of child's reference frame.
|
| 70 |
+
For more information on this deprecation, see
|
| 71 |
+
:ref:`deprecated-mechanics-joint-axis`.
|
| 72 |
+
parent_interframe : ReferenceFrame, optional
|
| 73 |
+
Intermediate frame of the parent body with respect to which the joint
|
| 74 |
+
transformation is formulated. If a Vector is provided then an interframe
|
| 75 |
+
is created which aligns its X axis with the given vector. The default
|
| 76 |
+
value is the parent's own frame.
|
| 77 |
+
child_interframe : ReferenceFrame, optional
|
| 78 |
+
Intermediate frame of the child body with respect to which the joint
|
| 79 |
+
transformation is formulated. If a Vector is provided then an interframe
|
| 80 |
+
is created which aligns its X axis with the given vector. The default
|
| 81 |
+
value is the child's own frame.
|
| 82 |
+
parent_joint_pos : Point or Vector, optional
|
| 83 |
+
.. deprecated:: 1.12
|
| 84 |
+
This argument is replaced by parent_point and will be removed in a
|
| 85 |
+
future version.
|
| 86 |
+
See :ref:`deprecated-mechanics-joint-pos` for more information.
|
| 87 |
+
child_joint_pos : Point or Vector, optional
|
| 88 |
+
.. deprecated:: 1.12
|
| 89 |
+
This argument is replaced by child_point and will be removed in a
|
| 90 |
+
future version.
|
| 91 |
+
See :ref:`deprecated-mechanics-joint-pos` for more information.
|
| 92 |
+
|
| 93 |
+
Attributes
|
| 94 |
+
==========
|
| 95 |
+
|
| 96 |
+
name : string
|
| 97 |
+
The joint's name.
|
| 98 |
+
parent : Particle or RigidBody or Body
|
| 99 |
+
The joint's parent body.
|
| 100 |
+
child : Particle or RigidBody or Body
|
| 101 |
+
The joint's child body.
|
| 102 |
+
coordinates : Matrix
|
| 103 |
+
Matrix of the joint's generalized coordinates.
|
| 104 |
+
speeds : Matrix
|
| 105 |
+
Matrix of the joint's generalized speeds.
|
| 106 |
+
parent_point : Point
|
| 107 |
+
Attachment point where the joint is fixed to the parent body.
|
| 108 |
+
child_point : Point
|
| 109 |
+
Attachment point where the joint is fixed to the child body.
|
| 110 |
+
parent_axis : Vector
|
| 111 |
+
The axis fixed in the parent frame that represents the joint.
|
| 112 |
+
child_axis : Vector
|
| 113 |
+
The axis fixed in the child frame that represents the joint.
|
| 114 |
+
parent_interframe : ReferenceFrame
|
| 115 |
+
Intermediate frame of the parent body with respect to which the joint
|
| 116 |
+
transformation is formulated.
|
| 117 |
+
child_interframe : ReferenceFrame
|
| 118 |
+
Intermediate frame of the child body with respect to which the joint
|
| 119 |
+
transformation is formulated.
|
| 120 |
+
kdes : Matrix
|
| 121 |
+
Kinematical differential equations of the joint.
|
| 122 |
+
|
| 123 |
+
Notes
|
| 124 |
+
=====
|
| 125 |
+
|
| 126 |
+
When providing a vector as the intermediate frame, a new intermediate frame
|
| 127 |
+
is created which aligns its X axis with the provided vector. This is done
|
| 128 |
+
with a single fixed rotation about a rotation axis. This rotation axis is
|
| 129 |
+
determined by taking the cross product of the ``body.x`` axis with the
|
| 130 |
+
provided vector. In the case where the provided vector is in the ``-body.x``
|
| 131 |
+
direction, the rotation is done about the ``body.y`` axis.
|
| 132 |
+
|
| 133 |
+
"""
|
| 134 |
+
|
| 135 |
+
def __init__(self, name, parent, child, coordinates=None, speeds=None,
|
| 136 |
+
parent_point=None, child_point=None, parent_interframe=None,
|
| 137 |
+
child_interframe=None, parent_axis=None, child_axis=None,
|
| 138 |
+
parent_joint_pos=None, child_joint_pos=None):
|
| 139 |
+
|
| 140 |
+
if not isinstance(name, str):
|
| 141 |
+
raise TypeError('Supply a valid name.')
|
| 142 |
+
self._name = name
|
| 143 |
+
|
| 144 |
+
if not isinstance(parent, BodyBase):
|
| 145 |
+
raise TypeError('Parent must be a body.')
|
| 146 |
+
self._parent = parent
|
| 147 |
+
|
| 148 |
+
if not isinstance(child, BodyBase):
|
| 149 |
+
raise TypeError('Child must be a body.')
|
| 150 |
+
self._child = child
|
| 151 |
+
|
| 152 |
+
if parent_axis is not None or child_axis is not None:
|
| 153 |
+
sympy_deprecation_warning(
|
| 154 |
+
"""
|
| 155 |
+
The parent_axis and child_axis arguments for the Joint classes
|
| 156 |
+
are deprecated. Instead use parent_interframe, child_interframe.
|
| 157 |
+
""",
|
| 158 |
+
deprecated_since_version="1.12",
|
| 159 |
+
active_deprecations_target="deprecated-mechanics-joint-axis",
|
| 160 |
+
stacklevel=4
|
| 161 |
+
)
|
| 162 |
+
if parent_interframe is None:
|
| 163 |
+
parent_interframe = parent_axis
|
| 164 |
+
if child_interframe is None:
|
| 165 |
+
child_interframe = child_axis
|
| 166 |
+
|
| 167 |
+
# Set parent and child frame attributes
|
| 168 |
+
if hasattr(self._parent, 'frame'):
|
| 169 |
+
self._parent_frame = self._parent.frame
|
| 170 |
+
else:
|
| 171 |
+
if isinstance(parent_interframe, ReferenceFrame):
|
| 172 |
+
self._parent_frame = parent_interframe
|
| 173 |
+
else:
|
| 174 |
+
self._parent_frame = ReferenceFrame(
|
| 175 |
+
f'{self.name}_{self._parent.name}_frame')
|
| 176 |
+
if hasattr(self._child, 'frame'):
|
| 177 |
+
self._child_frame = self._child.frame
|
| 178 |
+
else:
|
| 179 |
+
if isinstance(child_interframe, ReferenceFrame):
|
| 180 |
+
self._child_frame = child_interframe
|
| 181 |
+
else:
|
| 182 |
+
self._child_frame = ReferenceFrame(
|
| 183 |
+
f'{self.name}_{self._child.name}_frame')
|
| 184 |
+
|
| 185 |
+
self._parent_interframe = self._locate_joint_frame(
|
| 186 |
+
self._parent, parent_interframe, self._parent_frame)
|
| 187 |
+
self._child_interframe = self._locate_joint_frame(
|
| 188 |
+
self._child, child_interframe, self._child_frame)
|
| 189 |
+
self._parent_axis = self._axis(parent_axis, self._parent_frame)
|
| 190 |
+
self._child_axis = self._axis(child_axis, self._child_frame)
|
| 191 |
+
|
| 192 |
+
if parent_joint_pos is not None or child_joint_pos is not None:
|
| 193 |
+
sympy_deprecation_warning(
|
| 194 |
+
"""
|
| 195 |
+
The parent_joint_pos and child_joint_pos arguments for the Joint
|
| 196 |
+
classes are deprecated. Instead use parent_point and child_point.
|
| 197 |
+
""",
|
| 198 |
+
deprecated_since_version="1.12",
|
| 199 |
+
active_deprecations_target="deprecated-mechanics-joint-pos",
|
| 200 |
+
stacklevel=4
|
| 201 |
+
)
|
| 202 |
+
if parent_point is None:
|
| 203 |
+
parent_point = parent_joint_pos
|
| 204 |
+
if child_point is None:
|
| 205 |
+
child_point = child_joint_pos
|
| 206 |
+
self._parent_point = self._locate_joint_pos(
|
| 207 |
+
self._parent, parent_point, self._parent_frame)
|
| 208 |
+
self._child_point = self._locate_joint_pos(
|
| 209 |
+
self._child, child_point, self._child_frame)
|
| 210 |
+
|
| 211 |
+
self._coordinates = self._generate_coordinates(coordinates)
|
| 212 |
+
self._speeds = self._generate_speeds(speeds)
|
| 213 |
+
_validate_coordinates(self.coordinates, self.speeds)
|
| 214 |
+
self._kdes = self._generate_kdes()
|
| 215 |
+
|
| 216 |
+
self._orient_frames()
|
| 217 |
+
self._set_angular_velocity()
|
| 218 |
+
self._set_linear_velocity()
|
| 219 |
+
|
| 220 |
+
def __str__(self):
|
| 221 |
+
return self.name
|
| 222 |
+
|
| 223 |
+
def __repr__(self):
|
| 224 |
+
return self.__str__()
|
| 225 |
+
|
| 226 |
+
@property
|
| 227 |
+
def name(self):
|
| 228 |
+
"""Name of the joint."""
|
| 229 |
+
return self._name
|
| 230 |
+
|
| 231 |
+
@property
|
| 232 |
+
def parent(self):
|
| 233 |
+
"""Parent body of Joint."""
|
| 234 |
+
return self._parent
|
| 235 |
+
|
| 236 |
+
@property
|
| 237 |
+
def child(self):
|
| 238 |
+
"""Child body of Joint."""
|
| 239 |
+
return self._child
|
| 240 |
+
|
| 241 |
+
@property
|
| 242 |
+
def coordinates(self):
|
| 243 |
+
"""Matrix of the joint's generalized coordinates."""
|
| 244 |
+
return self._coordinates
|
| 245 |
+
|
| 246 |
+
@property
|
| 247 |
+
def speeds(self):
|
| 248 |
+
"""Matrix of the joint's generalized speeds."""
|
| 249 |
+
return self._speeds
|
| 250 |
+
|
| 251 |
+
@property
|
| 252 |
+
def kdes(self):
|
| 253 |
+
"""Kinematical differential equations of the joint."""
|
| 254 |
+
return self._kdes
|
| 255 |
+
|
| 256 |
+
@property
|
| 257 |
+
def parent_axis(self):
|
| 258 |
+
"""The axis of parent frame."""
|
| 259 |
+
# Will be removed with `deprecated-mechanics-joint-axis`
|
| 260 |
+
return self._parent_axis
|
| 261 |
+
|
| 262 |
+
@property
|
| 263 |
+
def child_axis(self):
|
| 264 |
+
"""The axis of child frame."""
|
| 265 |
+
# Will be removed with `deprecated-mechanics-joint-axis`
|
| 266 |
+
return self._child_axis
|
| 267 |
+
|
| 268 |
+
@property
|
| 269 |
+
def parent_point(self):
|
| 270 |
+
"""Attachment point where the joint is fixed to the parent body."""
|
| 271 |
+
return self._parent_point
|
| 272 |
+
|
| 273 |
+
@property
|
| 274 |
+
def child_point(self):
|
| 275 |
+
"""Attachment point where the joint is fixed to the child body."""
|
| 276 |
+
return self._child_point
|
| 277 |
+
|
| 278 |
+
@property
|
| 279 |
+
def parent_interframe(self):
|
| 280 |
+
return self._parent_interframe
|
| 281 |
+
|
| 282 |
+
@property
|
| 283 |
+
def child_interframe(self):
|
| 284 |
+
return self._child_interframe
|
| 285 |
+
|
| 286 |
+
@abstractmethod
|
| 287 |
+
def _generate_coordinates(self, coordinates):
|
| 288 |
+
"""Generate Matrix of the joint's generalized coordinates."""
|
| 289 |
+
pass
|
| 290 |
+
|
| 291 |
+
@abstractmethod
|
| 292 |
+
def _generate_speeds(self, speeds):
|
| 293 |
+
"""Generate Matrix of the joint's generalized speeds."""
|
| 294 |
+
pass
|
| 295 |
+
|
| 296 |
+
@abstractmethod
|
| 297 |
+
def _orient_frames(self):
|
| 298 |
+
"""Orient frames as per the joint."""
|
| 299 |
+
pass
|
| 300 |
+
|
| 301 |
+
@abstractmethod
|
| 302 |
+
def _set_angular_velocity(self):
|
| 303 |
+
"""Set angular velocity of the joint related frames."""
|
| 304 |
+
pass
|
| 305 |
+
|
| 306 |
+
@abstractmethod
|
| 307 |
+
def _set_linear_velocity(self):
|
| 308 |
+
"""Set velocity of related points to the joint."""
|
| 309 |
+
pass
|
| 310 |
+
|
| 311 |
+
@staticmethod
|
| 312 |
+
def _to_vector(matrix, frame):
|
| 313 |
+
"""Converts a matrix to a vector in the given frame."""
|
| 314 |
+
return Vector([(matrix, frame)])
|
| 315 |
+
|
| 316 |
+
@staticmethod
|
| 317 |
+
def _axis(ax, *frames):
|
| 318 |
+
"""Check whether an axis is fixed in one of the frames."""
|
| 319 |
+
if ax is None:
|
| 320 |
+
ax = frames[0].x
|
| 321 |
+
return ax
|
| 322 |
+
if not isinstance(ax, Vector):
|
| 323 |
+
raise TypeError("Axis must be a Vector.")
|
| 324 |
+
ref_frame = None # Find a body in which the axis can be expressed
|
| 325 |
+
for frame in frames:
|
| 326 |
+
try:
|
| 327 |
+
ax.to_matrix(frame)
|
| 328 |
+
except ValueError:
|
| 329 |
+
pass
|
| 330 |
+
else:
|
| 331 |
+
ref_frame = frame
|
| 332 |
+
break
|
| 333 |
+
if ref_frame is None:
|
| 334 |
+
raise ValueError("Axis cannot be expressed in one of the body's "
|
| 335 |
+
"frames.")
|
| 336 |
+
if not ax.dt(ref_frame) == 0:
|
| 337 |
+
raise ValueError('Axis cannot be time-varying when viewed from the '
|
| 338 |
+
'associated body.')
|
| 339 |
+
return ax
|
| 340 |
+
|
| 341 |
+
@staticmethod
|
| 342 |
+
def _choose_rotation_axis(frame, axis):
|
| 343 |
+
components = axis.to_matrix(frame)
|
| 344 |
+
x, y, z = components[0], components[1], components[2]
|
| 345 |
+
|
| 346 |
+
if x != 0:
|
| 347 |
+
if y != 0:
|
| 348 |
+
if z != 0:
|
| 349 |
+
return cross(axis, frame.x)
|
| 350 |
+
if z != 0:
|
| 351 |
+
return frame.y
|
| 352 |
+
return frame.z
|
| 353 |
+
else:
|
| 354 |
+
if y != 0:
|
| 355 |
+
return frame.x
|
| 356 |
+
return frame.y
|
| 357 |
+
|
| 358 |
+
@staticmethod
|
| 359 |
+
def _create_aligned_interframe(frame, align_axis, frame_axis=None,
|
| 360 |
+
frame_name=None):
|
| 361 |
+
"""
|
| 362 |
+
Returns an intermediate frame, where the ``frame_axis`` defined in
|
| 363 |
+
``frame`` is aligned with ``axis``. By default this means that the X
|
| 364 |
+
axis will be aligned with ``axis``.
|
| 365 |
+
|
| 366 |
+
Parameters
|
| 367 |
+
==========
|
| 368 |
+
|
| 369 |
+
frame : BodyBase or ReferenceFrame
|
| 370 |
+
The body or reference frame with respect to which the intermediate
|
| 371 |
+
frame is oriented.
|
| 372 |
+
align_axis : Vector
|
| 373 |
+
The vector with respect to which the intermediate frame will be
|
| 374 |
+
aligned.
|
| 375 |
+
frame_axis : Vector
|
| 376 |
+
The vector of the frame which should get aligned with ``axis``. The
|
| 377 |
+
default is the X axis of the frame.
|
| 378 |
+
frame_name : string
|
| 379 |
+
Name of the to be created intermediate frame. The default adds
|
| 380 |
+
"_int_frame" to the name of ``frame``.
|
| 381 |
+
|
| 382 |
+
Example
|
| 383 |
+
=======
|
| 384 |
+
|
| 385 |
+
An intermediate frame, where the X axis of the parent becomes aligned
|
| 386 |
+
with ``parent.y + parent.z`` can be created as follows:
|
| 387 |
+
|
| 388 |
+
>>> from sympy.physics.mechanics.joint import Joint
|
| 389 |
+
>>> from sympy.physics.mechanics import RigidBody
|
| 390 |
+
>>> parent = RigidBody('parent')
|
| 391 |
+
>>> parent_interframe = Joint._create_aligned_interframe(
|
| 392 |
+
... parent, parent.y + parent.z)
|
| 393 |
+
>>> parent_interframe
|
| 394 |
+
parent_int_frame
|
| 395 |
+
>>> parent.frame.dcm(parent_interframe)
|
| 396 |
+
Matrix([
|
| 397 |
+
[ 0, -sqrt(2)/2, -sqrt(2)/2],
|
| 398 |
+
[sqrt(2)/2, 1/2, -1/2],
|
| 399 |
+
[sqrt(2)/2, -1/2, 1/2]])
|
| 400 |
+
>>> (parent.y + parent.z).express(parent_interframe)
|
| 401 |
+
sqrt(2)*parent_int_frame.x
|
| 402 |
+
|
| 403 |
+
Notes
|
| 404 |
+
=====
|
| 405 |
+
|
| 406 |
+
The direction cosine matrix between the given frame and intermediate
|
| 407 |
+
frame is formed using a simple rotation about an axis that is normal to
|
| 408 |
+
both ``align_axis`` and ``frame_axis``. In general, the normal axis is
|
| 409 |
+
formed by crossing the ``frame_axis`` with the ``align_axis``. The
|
| 410 |
+
exception is if the axes are parallel with opposite directions, in which
|
| 411 |
+
case the rotation vector is chosen using the rules in the following
|
| 412 |
+
table with the vectors expressed in the given frame:
|
| 413 |
+
|
| 414 |
+
.. list-table::
|
| 415 |
+
:header-rows: 1
|
| 416 |
+
|
| 417 |
+
* - ``align_axis``
|
| 418 |
+
- ``frame_axis``
|
| 419 |
+
- ``rotation_axis``
|
| 420 |
+
* - ``-x``
|
| 421 |
+
- ``x``
|
| 422 |
+
- ``z``
|
| 423 |
+
* - ``-y``
|
| 424 |
+
- ``y``
|
| 425 |
+
- ``x``
|
| 426 |
+
* - ``-z``
|
| 427 |
+
- ``z``
|
| 428 |
+
- ``y``
|
| 429 |
+
* - ``-x-y``
|
| 430 |
+
- ``x+y``
|
| 431 |
+
- ``z``
|
| 432 |
+
* - ``-y-z``
|
| 433 |
+
- ``y+z``
|
| 434 |
+
- ``x``
|
| 435 |
+
* - ``-x-z``
|
| 436 |
+
- ``x+z``
|
| 437 |
+
- ``y``
|
| 438 |
+
* - ``-x-y-z``
|
| 439 |
+
- ``x+y+z``
|
| 440 |
+
- ``(x+y+z) × x``
|
| 441 |
+
|
| 442 |
+
"""
|
| 443 |
+
if isinstance(frame, BodyBase):
|
| 444 |
+
frame = frame.frame
|
| 445 |
+
if frame_axis is None:
|
| 446 |
+
frame_axis = frame.x
|
| 447 |
+
if frame_name is None:
|
| 448 |
+
if frame.name[-6:] == '_frame':
|
| 449 |
+
frame_name = f'{frame.name[:-6]}_int_frame'
|
| 450 |
+
else:
|
| 451 |
+
frame_name = f'{frame.name}_int_frame'
|
| 452 |
+
angle = frame_axis.angle_between(align_axis)
|
| 453 |
+
rotation_axis = cross(frame_axis, align_axis)
|
| 454 |
+
if rotation_axis == Vector(0) and angle == 0:
|
| 455 |
+
return frame
|
| 456 |
+
if angle == pi:
|
| 457 |
+
rotation_axis = Joint._choose_rotation_axis(frame, align_axis)
|
| 458 |
+
|
| 459 |
+
int_frame = ReferenceFrame(frame_name)
|
| 460 |
+
int_frame.orient_axis(frame, rotation_axis, angle)
|
| 461 |
+
int_frame.set_ang_vel(frame, 0 * rotation_axis)
|
| 462 |
+
return int_frame
|
| 463 |
+
|
| 464 |
+
def _generate_kdes(self):
|
| 465 |
+
"""Generate kinematical differential equations."""
|
| 466 |
+
kdes = []
|
| 467 |
+
t = dynamicsymbols._t
|
| 468 |
+
for i in range(len(self.coordinates)):
|
| 469 |
+
kdes.append(-self.coordinates[i].diff(t) + self.speeds[i])
|
| 470 |
+
return Matrix(kdes)
|
| 471 |
+
|
| 472 |
+
def _locate_joint_pos(self, body, joint_pos, body_frame=None):
|
| 473 |
+
"""Returns the attachment point of a body."""
|
| 474 |
+
if body_frame is None:
|
| 475 |
+
body_frame = body.frame
|
| 476 |
+
if joint_pos is None:
|
| 477 |
+
return body.masscenter
|
| 478 |
+
if not isinstance(joint_pos, (Point, Vector)):
|
| 479 |
+
raise TypeError('Attachment point must be a Point or Vector.')
|
| 480 |
+
if isinstance(joint_pos, Vector):
|
| 481 |
+
point_name = f'{self.name}_{body.name}_joint'
|
| 482 |
+
joint_pos = body.masscenter.locatenew(point_name, joint_pos)
|
| 483 |
+
if not joint_pos.pos_from(body.masscenter).dt(body_frame) == 0:
|
| 484 |
+
raise ValueError('Attachment point must be fixed to the associated '
|
| 485 |
+
'body.')
|
| 486 |
+
return joint_pos
|
| 487 |
+
|
| 488 |
+
def _locate_joint_frame(self, body, interframe, body_frame=None):
|
| 489 |
+
"""Returns the attachment frame of a body."""
|
| 490 |
+
if body_frame is None:
|
| 491 |
+
body_frame = body.frame
|
| 492 |
+
if interframe is None:
|
| 493 |
+
return body_frame
|
| 494 |
+
if isinstance(interframe, Vector):
|
| 495 |
+
interframe = Joint._create_aligned_interframe(
|
| 496 |
+
body_frame, interframe,
|
| 497 |
+
frame_name=f'{self.name}_{body.name}_int_frame')
|
| 498 |
+
elif not isinstance(interframe, ReferenceFrame):
|
| 499 |
+
raise TypeError('Interframe must be a ReferenceFrame.')
|
| 500 |
+
if not interframe.ang_vel_in(body_frame) == 0:
|
| 501 |
+
raise ValueError(f'Interframe {interframe} is not fixed to body '
|
| 502 |
+
f'{body}.')
|
| 503 |
+
body.masscenter.set_vel(interframe, 0) # Fixate interframe to body
|
| 504 |
+
return interframe
|
| 505 |
+
|
| 506 |
+
def _fill_coordinate_list(self, coordinates, n_coords, label='q', offset=0,
|
| 507 |
+
number_single=False):
|
| 508 |
+
"""Helper method for _generate_coordinates and _generate_speeds.
|
| 509 |
+
|
| 510 |
+
Parameters
|
| 511 |
+
==========
|
| 512 |
+
|
| 513 |
+
coordinates : iterable
|
| 514 |
+
Iterable of coordinates or speeds that have been provided.
|
| 515 |
+
n_coords : Integer
|
| 516 |
+
Number of coordinates that should be returned.
|
| 517 |
+
label : String, optional
|
| 518 |
+
Coordinate type either 'q' (coordinates) or 'u' (speeds). The
|
| 519 |
+
Default is 'q'.
|
| 520 |
+
offset : Integer
|
| 521 |
+
Count offset when creating new dynamicsymbols. The default is 0.
|
| 522 |
+
number_single : Boolean
|
| 523 |
+
Boolean whether if n_coords == 1, number should still be used. The
|
| 524 |
+
default is False.
|
| 525 |
+
|
| 526 |
+
"""
|
| 527 |
+
|
| 528 |
+
def create_symbol(number):
|
| 529 |
+
if n_coords == 1 and not number_single:
|
| 530 |
+
return dynamicsymbols(f'{label}_{self.name}')
|
| 531 |
+
return dynamicsymbols(f'{label}{number}_{self.name}')
|
| 532 |
+
|
| 533 |
+
name = 'generalized coordinate' if label == 'q' else 'generalized speed'
|
| 534 |
+
generated_coordinates = []
|
| 535 |
+
if coordinates is None:
|
| 536 |
+
coordinates = []
|
| 537 |
+
elif not iterable(coordinates):
|
| 538 |
+
coordinates = [coordinates]
|
| 539 |
+
if not (len(coordinates) == 0 or len(coordinates) == n_coords):
|
| 540 |
+
raise ValueError(f'Expected {n_coords} {name}s, instead got '
|
| 541 |
+
f'{len(coordinates)} {name}s.')
|
| 542 |
+
# Supports more iterables, also Matrix
|
| 543 |
+
for i, coord in enumerate(coordinates):
|
| 544 |
+
if coord is None:
|
| 545 |
+
generated_coordinates.append(create_symbol(i + offset))
|
| 546 |
+
elif isinstance(coord, (AppliedUndef, Derivative)):
|
| 547 |
+
generated_coordinates.append(coord)
|
| 548 |
+
else:
|
| 549 |
+
raise TypeError(f'The {name} {coord} should have been a '
|
| 550 |
+
f'dynamicsymbol.')
|
| 551 |
+
for i in range(len(coordinates) + offset, n_coords + offset):
|
| 552 |
+
generated_coordinates.append(create_symbol(i))
|
| 553 |
+
return Matrix(generated_coordinates)
|
| 554 |
+
|
| 555 |
+
|
| 556 |
+
class PinJoint(Joint):
|
| 557 |
+
"""Pin (Revolute) Joint.
|
| 558 |
+
|
| 559 |
+
.. raw:: html
|
| 560 |
+
:file: ../../../doc/src/modules/physics/mechanics/api/PinJoint.svg
|
| 561 |
+
|
| 562 |
+
Explanation
|
| 563 |
+
===========
|
| 564 |
+
|
| 565 |
+
A pin joint is defined such that the joint rotation axis is fixed in both
|
| 566 |
+
the child and parent and the location of the joint is relative to the mass
|
| 567 |
+
center of each body. The child rotates an angle, θ, from the parent about
|
| 568 |
+
the rotation axis and has a simple angular speed, ω, relative to the
|
| 569 |
+
parent. The direction cosine matrix between the child interframe and
|
| 570 |
+
parent interframe is formed using a simple rotation about the joint axis.
|
| 571 |
+
The page on the joints framework gives a more detailed explanation of the
|
| 572 |
+
intermediate frames.
|
| 573 |
+
|
| 574 |
+
Parameters
|
| 575 |
+
==========
|
| 576 |
+
|
| 577 |
+
name : string
|
| 578 |
+
A unique name for the joint.
|
| 579 |
+
parent : Particle or RigidBody or Body
|
| 580 |
+
The parent body of joint.
|
| 581 |
+
child : Particle or RigidBody or Body
|
| 582 |
+
The child body of joint.
|
| 583 |
+
coordinates : dynamicsymbol, optional
|
| 584 |
+
Generalized coordinates of the joint.
|
| 585 |
+
speeds : dynamicsymbol, optional
|
| 586 |
+
Generalized speeds of joint.
|
| 587 |
+
parent_point : Point or Vector, optional
|
| 588 |
+
Attachment point where the joint is fixed to the parent body. If a
|
| 589 |
+
vector is provided, then the attachment point is computed by adding the
|
| 590 |
+
vector to the body's mass center. The default value is the parent's mass
|
| 591 |
+
center.
|
| 592 |
+
child_point : Point or Vector, optional
|
| 593 |
+
Attachment point where the joint is fixed to the child body. If a
|
| 594 |
+
vector is provided, then the attachment point is computed by adding the
|
| 595 |
+
vector to the body's mass center. The default value is the child's mass
|
| 596 |
+
center.
|
| 597 |
+
parent_axis : Vector, optional
|
| 598 |
+
.. deprecated:: 1.12
|
| 599 |
+
Axis fixed in the parent body which aligns with an axis fixed in the
|
| 600 |
+
child body. The default is the x axis of parent's reference frame.
|
| 601 |
+
For more information on this deprecation, see
|
| 602 |
+
:ref:`deprecated-mechanics-joint-axis`.
|
| 603 |
+
child_axis : Vector, optional
|
| 604 |
+
.. deprecated:: 1.12
|
| 605 |
+
Axis fixed in the child body which aligns with an axis fixed in the
|
| 606 |
+
parent body. The default is the x axis of child's reference frame.
|
| 607 |
+
For more information on this deprecation, see
|
| 608 |
+
:ref:`deprecated-mechanics-joint-axis`.
|
| 609 |
+
parent_interframe : ReferenceFrame, optional
|
| 610 |
+
Intermediate frame of the parent body with respect to which the joint
|
| 611 |
+
transformation is formulated. If a Vector is provided then an interframe
|
| 612 |
+
is created which aligns its X axis with the given vector. The default
|
| 613 |
+
value is the parent's own frame.
|
| 614 |
+
child_interframe : ReferenceFrame, optional
|
| 615 |
+
Intermediate frame of the child body with respect to which the joint
|
| 616 |
+
transformation is formulated. If a Vector is provided then an interframe
|
| 617 |
+
is created which aligns its X axis with the given vector. The default
|
| 618 |
+
value is the child's own frame.
|
| 619 |
+
joint_axis : Vector
|
| 620 |
+
The axis about which the rotation occurs. Note that the components
|
| 621 |
+
of this axis are the same in the parent_interframe and child_interframe.
|
| 622 |
+
parent_joint_pos : Point or Vector, optional
|
| 623 |
+
.. deprecated:: 1.12
|
| 624 |
+
This argument is replaced by parent_point and will be removed in a
|
| 625 |
+
future version.
|
| 626 |
+
See :ref:`deprecated-mechanics-joint-pos` for more information.
|
| 627 |
+
child_joint_pos : Point or Vector, optional
|
| 628 |
+
.. deprecated:: 1.12
|
| 629 |
+
This argument is replaced by child_point and will be removed in a
|
| 630 |
+
future version.
|
| 631 |
+
See :ref:`deprecated-mechanics-joint-pos` for more information.
|
| 632 |
+
|
| 633 |
+
Attributes
|
| 634 |
+
==========
|
| 635 |
+
|
| 636 |
+
name : string
|
| 637 |
+
The joint's name.
|
| 638 |
+
parent : Particle or RigidBody or Body
|
| 639 |
+
The joint's parent body.
|
| 640 |
+
child : Particle or RigidBody or Body
|
| 641 |
+
The joint's child body.
|
| 642 |
+
coordinates : Matrix
|
| 643 |
+
Matrix of the joint's generalized coordinates. The default value is
|
| 644 |
+
``dynamicsymbols(f'q_{joint.name}')``.
|
| 645 |
+
speeds : Matrix
|
| 646 |
+
Matrix of the joint's generalized speeds. The default value is
|
| 647 |
+
``dynamicsymbols(f'u_{joint.name}')``.
|
| 648 |
+
parent_point : Point
|
| 649 |
+
Attachment point where the joint is fixed to the parent body.
|
| 650 |
+
child_point : Point
|
| 651 |
+
Attachment point where the joint is fixed to the child body.
|
| 652 |
+
parent_axis : Vector
|
| 653 |
+
The axis fixed in the parent frame that represents the joint.
|
| 654 |
+
child_axis : Vector
|
| 655 |
+
The axis fixed in the child frame that represents the joint.
|
| 656 |
+
parent_interframe : ReferenceFrame
|
| 657 |
+
Intermediate frame of the parent body with respect to which the joint
|
| 658 |
+
transformation is formulated.
|
| 659 |
+
child_interframe : ReferenceFrame
|
| 660 |
+
Intermediate frame of the child body with respect to which the joint
|
| 661 |
+
transformation is formulated.
|
| 662 |
+
joint_axis : Vector
|
| 663 |
+
The axis about which the rotation occurs. Note that the components of
|
| 664 |
+
this axis are the same in the parent_interframe and child_interframe.
|
| 665 |
+
kdes : Matrix
|
| 666 |
+
Kinematical differential equations of the joint.
|
| 667 |
+
|
| 668 |
+
Examples
|
| 669 |
+
=========
|
| 670 |
+
|
| 671 |
+
A single pin joint is created from two bodies and has the following basic
|
| 672 |
+
attributes:
|
| 673 |
+
|
| 674 |
+
>>> from sympy.physics.mechanics import RigidBody, PinJoint
|
| 675 |
+
>>> parent = RigidBody('P')
|
| 676 |
+
>>> parent
|
| 677 |
+
P
|
| 678 |
+
>>> child = RigidBody('C')
|
| 679 |
+
>>> child
|
| 680 |
+
C
|
| 681 |
+
>>> joint = PinJoint('PC', parent, child)
|
| 682 |
+
>>> joint
|
| 683 |
+
PinJoint: PC parent: P child: C
|
| 684 |
+
>>> joint.name
|
| 685 |
+
'PC'
|
| 686 |
+
>>> joint.parent
|
| 687 |
+
P
|
| 688 |
+
>>> joint.child
|
| 689 |
+
C
|
| 690 |
+
>>> joint.parent_point
|
| 691 |
+
P_masscenter
|
| 692 |
+
>>> joint.child_point
|
| 693 |
+
C_masscenter
|
| 694 |
+
>>> joint.parent_axis
|
| 695 |
+
P_frame.x
|
| 696 |
+
>>> joint.child_axis
|
| 697 |
+
C_frame.x
|
| 698 |
+
>>> joint.coordinates
|
| 699 |
+
Matrix([[q_PC(t)]])
|
| 700 |
+
>>> joint.speeds
|
| 701 |
+
Matrix([[u_PC(t)]])
|
| 702 |
+
>>> child.frame.ang_vel_in(parent.frame)
|
| 703 |
+
u_PC(t)*P_frame.x
|
| 704 |
+
>>> child.frame.dcm(parent.frame)
|
| 705 |
+
Matrix([
|
| 706 |
+
[1, 0, 0],
|
| 707 |
+
[0, cos(q_PC(t)), sin(q_PC(t))],
|
| 708 |
+
[0, -sin(q_PC(t)), cos(q_PC(t))]])
|
| 709 |
+
>>> joint.child_point.pos_from(joint.parent_point)
|
| 710 |
+
0
|
| 711 |
+
|
| 712 |
+
To further demonstrate the use of the pin joint, the kinematics of simple
|
| 713 |
+
double pendulum that rotates about the Z axis of each connected body can be
|
| 714 |
+
created as follows.
|
| 715 |
+
|
| 716 |
+
>>> from sympy import symbols, trigsimp
|
| 717 |
+
>>> from sympy.physics.mechanics import RigidBody, PinJoint
|
| 718 |
+
>>> l1, l2 = symbols('l1 l2')
|
| 719 |
+
|
| 720 |
+
First create bodies to represent the fixed ceiling and one to represent
|
| 721 |
+
each pendulum bob.
|
| 722 |
+
|
| 723 |
+
>>> ceiling = RigidBody('C')
|
| 724 |
+
>>> upper_bob = RigidBody('U')
|
| 725 |
+
>>> lower_bob = RigidBody('L')
|
| 726 |
+
|
| 727 |
+
The first joint will connect the upper bob to the ceiling by a distance of
|
| 728 |
+
``l1`` and the joint axis will be about the Z axis for each body.
|
| 729 |
+
|
| 730 |
+
>>> ceiling_joint = PinJoint('P1', ceiling, upper_bob,
|
| 731 |
+
... child_point=-l1*upper_bob.frame.x,
|
| 732 |
+
... joint_axis=ceiling.frame.z)
|
| 733 |
+
|
| 734 |
+
The second joint will connect the lower bob to the upper bob by a distance
|
| 735 |
+
of ``l2`` and the joint axis will also be about the Z axis for each body.
|
| 736 |
+
|
| 737 |
+
>>> pendulum_joint = PinJoint('P2', upper_bob, lower_bob,
|
| 738 |
+
... child_point=-l2*lower_bob.frame.x,
|
| 739 |
+
... joint_axis=upper_bob.frame.z)
|
| 740 |
+
|
| 741 |
+
Once the joints are established the kinematics of the connected bodies can
|
| 742 |
+
be accessed. First the direction cosine matrices of pendulum link relative
|
| 743 |
+
to the ceiling are found:
|
| 744 |
+
|
| 745 |
+
>>> upper_bob.frame.dcm(ceiling.frame)
|
| 746 |
+
Matrix([
|
| 747 |
+
[ cos(q_P1(t)), sin(q_P1(t)), 0],
|
| 748 |
+
[-sin(q_P1(t)), cos(q_P1(t)), 0],
|
| 749 |
+
[ 0, 0, 1]])
|
| 750 |
+
>>> trigsimp(lower_bob.frame.dcm(ceiling.frame))
|
| 751 |
+
Matrix([
|
| 752 |
+
[ cos(q_P1(t) + q_P2(t)), sin(q_P1(t) + q_P2(t)), 0],
|
| 753 |
+
[-sin(q_P1(t) + q_P2(t)), cos(q_P1(t) + q_P2(t)), 0],
|
| 754 |
+
[ 0, 0, 1]])
|
| 755 |
+
|
| 756 |
+
The position of the lower bob's masscenter is found with:
|
| 757 |
+
|
| 758 |
+
>>> lower_bob.masscenter.pos_from(ceiling.masscenter)
|
| 759 |
+
l1*U_frame.x + l2*L_frame.x
|
| 760 |
+
|
| 761 |
+
The angular velocities of the two pendulum links can be computed with
|
| 762 |
+
respect to the ceiling.
|
| 763 |
+
|
| 764 |
+
>>> upper_bob.frame.ang_vel_in(ceiling.frame)
|
| 765 |
+
u_P1(t)*C_frame.z
|
| 766 |
+
>>> lower_bob.frame.ang_vel_in(ceiling.frame)
|
| 767 |
+
u_P1(t)*C_frame.z + u_P2(t)*U_frame.z
|
| 768 |
+
|
| 769 |
+
And finally, the linear velocities of the two pendulum bobs can be computed
|
| 770 |
+
with respect to the ceiling.
|
| 771 |
+
|
| 772 |
+
>>> upper_bob.masscenter.vel(ceiling.frame)
|
| 773 |
+
l1*u_P1(t)*U_frame.y
|
| 774 |
+
>>> lower_bob.masscenter.vel(ceiling.frame)
|
| 775 |
+
l1*u_P1(t)*U_frame.y + l2*(u_P1(t) + u_P2(t))*L_frame.y
|
| 776 |
+
|
| 777 |
+
"""
|
| 778 |
+
|
| 779 |
+
def __init__(self, name, parent, child, coordinates=None, speeds=None,
|
| 780 |
+
parent_point=None, child_point=None, parent_interframe=None,
|
| 781 |
+
child_interframe=None, parent_axis=None, child_axis=None,
|
| 782 |
+
joint_axis=None, parent_joint_pos=None, child_joint_pos=None):
|
| 783 |
+
|
| 784 |
+
self._joint_axis = joint_axis
|
| 785 |
+
super().__init__(name, parent, child, coordinates, speeds, parent_point,
|
| 786 |
+
child_point, parent_interframe, child_interframe,
|
| 787 |
+
parent_axis, child_axis, parent_joint_pos,
|
| 788 |
+
child_joint_pos)
|
| 789 |
+
|
| 790 |
+
def __str__(self):
|
| 791 |
+
return (f'PinJoint: {self.name} parent: {self.parent} '
|
| 792 |
+
f'child: {self.child}')
|
| 793 |
+
|
| 794 |
+
@property
|
| 795 |
+
def joint_axis(self):
|
| 796 |
+
"""Axis about which the child rotates with respect to the parent."""
|
| 797 |
+
return self._joint_axis
|
| 798 |
+
|
| 799 |
+
def _generate_coordinates(self, coordinate):
|
| 800 |
+
return self._fill_coordinate_list(coordinate, 1, 'q')
|
| 801 |
+
|
| 802 |
+
def _generate_speeds(self, speed):
|
| 803 |
+
return self._fill_coordinate_list(speed, 1, 'u')
|
| 804 |
+
|
| 805 |
+
def _orient_frames(self):
|
| 806 |
+
self._joint_axis = self._axis(self.joint_axis, self.parent_interframe)
|
| 807 |
+
self.child_interframe.orient_axis(
|
| 808 |
+
self.parent_interframe, self.joint_axis, self.coordinates[0])
|
| 809 |
+
|
| 810 |
+
def _set_angular_velocity(self):
|
| 811 |
+
self.child_interframe.set_ang_vel(self.parent_interframe, self.speeds[
|
| 812 |
+
0] * self.joint_axis.normalize())
|
| 813 |
+
|
| 814 |
+
def _set_linear_velocity(self):
|
| 815 |
+
self.child_point.set_pos(self.parent_point, 0)
|
| 816 |
+
self.parent_point.set_vel(self._parent_frame, 0)
|
| 817 |
+
self.child_point.set_vel(self._child_frame, 0)
|
| 818 |
+
self.child.masscenter.v2pt_theory(self.parent_point,
|
| 819 |
+
self._parent_frame, self._child_frame)
|
| 820 |
+
|
| 821 |
+
|
| 822 |
+
class PrismaticJoint(Joint):
|
| 823 |
+
"""Prismatic (Sliding) Joint.
|
| 824 |
+
|
| 825 |
+
.. image:: PrismaticJoint.svg
|
| 826 |
+
|
| 827 |
+
Explanation
|
| 828 |
+
===========
|
| 829 |
+
|
| 830 |
+
It is defined such that the child body translates with respect to the parent
|
| 831 |
+
body along the body-fixed joint axis. The location of the joint is defined
|
| 832 |
+
by two points, one in each body, which coincide when the generalized
|
| 833 |
+
coordinate is zero. The direction cosine matrix between the
|
| 834 |
+
parent_interframe and child_interframe is the identity matrix. Therefore,
|
| 835 |
+
the direction cosine matrix between the parent and child frames is fully
|
| 836 |
+
defined by the definition of the intermediate frames. The page on the joints
|
| 837 |
+
framework gives a more detailed explanation of the intermediate frames.
|
| 838 |
+
|
| 839 |
+
Parameters
|
| 840 |
+
==========
|
| 841 |
+
|
| 842 |
+
name : string
|
| 843 |
+
A unique name for the joint.
|
| 844 |
+
parent : Particle or RigidBody or Body
|
| 845 |
+
The parent body of joint.
|
| 846 |
+
child : Particle or RigidBody or Body
|
| 847 |
+
The child body of joint.
|
| 848 |
+
coordinates : dynamicsymbol, optional
|
| 849 |
+
Generalized coordinates of the joint. The default value is
|
| 850 |
+
``dynamicsymbols(f'q_{joint.name}')``.
|
| 851 |
+
speeds : dynamicsymbol, optional
|
| 852 |
+
Generalized speeds of joint. The default value is
|
| 853 |
+
``dynamicsymbols(f'u_{joint.name}')``.
|
| 854 |
+
parent_point : Point or Vector, optional
|
| 855 |
+
Attachment point where the joint is fixed to the parent body. If a
|
| 856 |
+
vector is provided, then the attachment point is computed by adding the
|
| 857 |
+
vector to the body's mass center. The default value is the parent's mass
|
| 858 |
+
center.
|
| 859 |
+
child_point : Point or Vector, optional
|
| 860 |
+
Attachment point where the joint is fixed to the child body. If a
|
| 861 |
+
vector is provided, then the attachment point is computed by adding the
|
| 862 |
+
vector to the body's mass center. The default value is the child's mass
|
| 863 |
+
center.
|
| 864 |
+
parent_axis : Vector, optional
|
| 865 |
+
.. deprecated:: 1.12
|
| 866 |
+
Axis fixed in the parent body which aligns with an axis fixed in the
|
| 867 |
+
child body. The default is the x axis of parent's reference frame.
|
| 868 |
+
For more information on this deprecation, see
|
| 869 |
+
:ref:`deprecated-mechanics-joint-axis`.
|
| 870 |
+
child_axis : Vector, optional
|
| 871 |
+
.. deprecated:: 1.12
|
| 872 |
+
Axis fixed in the child body which aligns with an axis fixed in the
|
| 873 |
+
parent body. The default is the x axis of child's reference frame.
|
| 874 |
+
For more information on this deprecation, see
|
| 875 |
+
:ref:`deprecated-mechanics-joint-axis`.
|
| 876 |
+
parent_interframe : ReferenceFrame, optional
|
| 877 |
+
Intermediate frame of the parent body with respect to which the joint
|
| 878 |
+
transformation is formulated. If a Vector is provided then an interframe
|
| 879 |
+
is created which aligns its X axis with the given vector. The default
|
| 880 |
+
value is the parent's own frame.
|
| 881 |
+
child_interframe : ReferenceFrame, optional
|
| 882 |
+
Intermediate frame of the child body with respect to which the joint
|
| 883 |
+
transformation is formulated. If a Vector is provided then an interframe
|
| 884 |
+
is created which aligns its X axis with the given vector. The default
|
| 885 |
+
value is the child's own frame.
|
| 886 |
+
joint_axis : Vector
|
| 887 |
+
The axis along which the translation occurs. Note that the components
|
| 888 |
+
of this axis are the same in the parent_interframe and child_interframe.
|
| 889 |
+
parent_joint_pos : Point or Vector, optional
|
| 890 |
+
.. deprecated:: 1.12
|
| 891 |
+
This argument is replaced by parent_point and will be removed in a
|
| 892 |
+
future version.
|
| 893 |
+
See :ref:`deprecated-mechanics-joint-pos` for more information.
|
| 894 |
+
child_joint_pos : Point or Vector, optional
|
| 895 |
+
.. deprecated:: 1.12
|
| 896 |
+
This argument is replaced by child_point and will be removed in a
|
| 897 |
+
future version.
|
| 898 |
+
See :ref:`deprecated-mechanics-joint-pos` for more information.
|
| 899 |
+
|
| 900 |
+
Attributes
|
| 901 |
+
==========
|
| 902 |
+
|
| 903 |
+
name : string
|
| 904 |
+
The joint's name.
|
| 905 |
+
parent : Particle or RigidBody or Body
|
| 906 |
+
The joint's parent body.
|
| 907 |
+
child : Particle or RigidBody or Body
|
| 908 |
+
The joint's child body.
|
| 909 |
+
coordinates : Matrix
|
| 910 |
+
Matrix of the joint's generalized coordinates.
|
| 911 |
+
speeds : Matrix
|
| 912 |
+
Matrix of the joint's generalized speeds.
|
| 913 |
+
parent_point : Point
|
| 914 |
+
Attachment point where the joint is fixed to the parent body.
|
| 915 |
+
child_point : Point
|
| 916 |
+
Attachment point where the joint is fixed to the child body.
|
| 917 |
+
parent_axis : Vector
|
| 918 |
+
The axis fixed in the parent frame that represents the joint.
|
| 919 |
+
child_axis : Vector
|
| 920 |
+
The axis fixed in the child frame that represents the joint.
|
| 921 |
+
parent_interframe : ReferenceFrame
|
| 922 |
+
Intermediate frame of the parent body with respect to which the joint
|
| 923 |
+
transformation is formulated.
|
| 924 |
+
child_interframe : ReferenceFrame
|
| 925 |
+
Intermediate frame of the child body with respect to which the joint
|
| 926 |
+
transformation is formulated.
|
| 927 |
+
kdes : Matrix
|
| 928 |
+
Kinematical differential equations of the joint.
|
| 929 |
+
|
| 930 |
+
Examples
|
| 931 |
+
=========
|
| 932 |
+
|
| 933 |
+
A single prismatic joint is created from two bodies and has the following
|
| 934 |
+
basic attributes:
|
| 935 |
+
|
| 936 |
+
>>> from sympy.physics.mechanics import RigidBody, PrismaticJoint
|
| 937 |
+
>>> parent = RigidBody('P')
|
| 938 |
+
>>> parent
|
| 939 |
+
P
|
| 940 |
+
>>> child = RigidBody('C')
|
| 941 |
+
>>> child
|
| 942 |
+
C
|
| 943 |
+
>>> joint = PrismaticJoint('PC', parent, child)
|
| 944 |
+
>>> joint
|
| 945 |
+
PrismaticJoint: PC parent: P child: C
|
| 946 |
+
>>> joint.name
|
| 947 |
+
'PC'
|
| 948 |
+
>>> joint.parent
|
| 949 |
+
P
|
| 950 |
+
>>> joint.child
|
| 951 |
+
C
|
| 952 |
+
>>> joint.parent_point
|
| 953 |
+
P_masscenter
|
| 954 |
+
>>> joint.child_point
|
| 955 |
+
C_masscenter
|
| 956 |
+
>>> joint.parent_axis
|
| 957 |
+
P_frame.x
|
| 958 |
+
>>> joint.child_axis
|
| 959 |
+
C_frame.x
|
| 960 |
+
>>> joint.coordinates
|
| 961 |
+
Matrix([[q_PC(t)]])
|
| 962 |
+
>>> joint.speeds
|
| 963 |
+
Matrix([[u_PC(t)]])
|
| 964 |
+
>>> child.frame.ang_vel_in(parent.frame)
|
| 965 |
+
0
|
| 966 |
+
>>> child.frame.dcm(parent.frame)
|
| 967 |
+
Matrix([
|
| 968 |
+
[1, 0, 0],
|
| 969 |
+
[0, 1, 0],
|
| 970 |
+
[0, 0, 1]])
|
| 971 |
+
>>> joint.child_point.pos_from(joint.parent_point)
|
| 972 |
+
q_PC(t)*P_frame.x
|
| 973 |
+
|
| 974 |
+
To further demonstrate the use of the prismatic joint, the kinematics of two
|
| 975 |
+
masses sliding, one moving relative to a fixed body and the other relative
|
| 976 |
+
to the moving body. about the X axis of each connected body can be created
|
| 977 |
+
as follows.
|
| 978 |
+
|
| 979 |
+
>>> from sympy.physics.mechanics import PrismaticJoint, RigidBody
|
| 980 |
+
|
| 981 |
+
First create bodies to represent the fixed ceiling and one to represent
|
| 982 |
+
a particle.
|
| 983 |
+
|
| 984 |
+
>>> wall = RigidBody('W')
|
| 985 |
+
>>> Part1 = RigidBody('P1')
|
| 986 |
+
>>> Part2 = RigidBody('P2')
|
| 987 |
+
|
| 988 |
+
The first joint will connect the particle to the ceiling and the
|
| 989 |
+
joint axis will be about the X axis for each body.
|
| 990 |
+
|
| 991 |
+
>>> J1 = PrismaticJoint('J1', wall, Part1)
|
| 992 |
+
|
| 993 |
+
The second joint will connect the second particle to the first particle
|
| 994 |
+
and the joint axis will also be about the X axis for each body.
|
| 995 |
+
|
| 996 |
+
>>> J2 = PrismaticJoint('J2', Part1, Part2)
|
| 997 |
+
|
| 998 |
+
Once the joint is established the kinematics of the connected bodies can
|
| 999 |
+
be accessed. First the direction cosine matrices of Part relative
|
| 1000 |
+
to the ceiling are found:
|
| 1001 |
+
|
| 1002 |
+
>>> Part1.frame.dcm(wall.frame)
|
| 1003 |
+
Matrix([
|
| 1004 |
+
[1, 0, 0],
|
| 1005 |
+
[0, 1, 0],
|
| 1006 |
+
[0, 0, 1]])
|
| 1007 |
+
|
| 1008 |
+
>>> Part2.frame.dcm(wall.frame)
|
| 1009 |
+
Matrix([
|
| 1010 |
+
[1, 0, 0],
|
| 1011 |
+
[0, 1, 0],
|
| 1012 |
+
[0, 0, 1]])
|
| 1013 |
+
|
| 1014 |
+
The position of the particles' masscenter is found with:
|
| 1015 |
+
|
| 1016 |
+
>>> Part1.masscenter.pos_from(wall.masscenter)
|
| 1017 |
+
q_J1(t)*W_frame.x
|
| 1018 |
+
|
| 1019 |
+
>>> Part2.masscenter.pos_from(wall.masscenter)
|
| 1020 |
+
q_J1(t)*W_frame.x + q_J2(t)*P1_frame.x
|
| 1021 |
+
|
| 1022 |
+
The angular velocities of the two particle links can be computed with
|
| 1023 |
+
respect to the ceiling.
|
| 1024 |
+
|
| 1025 |
+
>>> Part1.frame.ang_vel_in(wall.frame)
|
| 1026 |
+
0
|
| 1027 |
+
|
| 1028 |
+
>>> Part2.frame.ang_vel_in(wall.frame)
|
| 1029 |
+
0
|
| 1030 |
+
|
| 1031 |
+
And finally, the linear velocities of the two particles can be computed
|
| 1032 |
+
with respect to the ceiling.
|
| 1033 |
+
|
| 1034 |
+
>>> Part1.masscenter.vel(wall.frame)
|
| 1035 |
+
u_J1(t)*W_frame.x
|
| 1036 |
+
|
| 1037 |
+
>>> Part2.masscenter.vel(wall.frame)
|
| 1038 |
+
u_J1(t)*W_frame.x + Derivative(q_J2(t), t)*P1_frame.x
|
| 1039 |
+
|
| 1040 |
+
"""
|
| 1041 |
+
|
| 1042 |
+
def __init__(self, name, parent, child, coordinates=None, speeds=None,
|
| 1043 |
+
parent_point=None, child_point=None, parent_interframe=None,
|
| 1044 |
+
child_interframe=None, parent_axis=None, child_axis=None,
|
| 1045 |
+
joint_axis=None, parent_joint_pos=None, child_joint_pos=None):
|
| 1046 |
+
|
| 1047 |
+
self._joint_axis = joint_axis
|
| 1048 |
+
super().__init__(name, parent, child, coordinates, speeds, parent_point,
|
| 1049 |
+
child_point, parent_interframe, child_interframe,
|
| 1050 |
+
parent_axis, child_axis, parent_joint_pos,
|
| 1051 |
+
child_joint_pos)
|
| 1052 |
+
|
| 1053 |
+
def __str__(self):
|
| 1054 |
+
return (f'PrismaticJoint: {self.name} parent: {self.parent} '
|
| 1055 |
+
f'child: {self.child}')
|
| 1056 |
+
|
| 1057 |
+
@property
|
| 1058 |
+
def joint_axis(self):
|
| 1059 |
+
"""Axis along which the child translates with respect to the parent."""
|
| 1060 |
+
return self._joint_axis
|
| 1061 |
+
|
| 1062 |
+
def _generate_coordinates(self, coordinate):
|
| 1063 |
+
return self._fill_coordinate_list(coordinate, 1, 'q')
|
| 1064 |
+
|
| 1065 |
+
def _generate_speeds(self, speed):
|
| 1066 |
+
return self._fill_coordinate_list(speed, 1, 'u')
|
| 1067 |
+
|
| 1068 |
+
def _orient_frames(self):
|
| 1069 |
+
self._joint_axis = self._axis(self.joint_axis, self.parent_interframe)
|
| 1070 |
+
self.child_interframe.orient_axis(
|
| 1071 |
+
self.parent_interframe, self.joint_axis, 0)
|
| 1072 |
+
|
| 1073 |
+
def _set_angular_velocity(self):
|
| 1074 |
+
self.child_interframe.set_ang_vel(self.parent_interframe, 0)
|
| 1075 |
+
|
| 1076 |
+
def _set_linear_velocity(self):
|
| 1077 |
+
axis = self.joint_axis.normalize()
|
| 1078 |
+
self.child_point.set_pos(self.parent_point, self.coordinates[0] * axis)
|
| 1079 |
+
self.parent_point.set_vel(self._parent_frame, 0)
|
| 1080 |
+
self.child_point.set_vel(self._child_frame, 0)
|
| 1081 |
+
self.child_point.set_vel(self._parent_frame, self.speeds[0] * axis)
|
| 1082 |
+
self.child.masscenter.set_vel(self._parent_frame, self.speeds[0] * axis)
|
| 1083 |
+
|
| 1084 |
+
|
| 1085 |
+
class CylindricalJoint(Joint):
|
| 1086 |
+
"""Cylindrical Joint.
|
| 1087 |
+
|
| 1088 |
+
.. image:: CylindricalJoint.svg
|
| 1089 |
+
:align: center
|
| 1090 |
+
:width: 600
|
| 1091 |
+
|
| 1092 |
+
Explanation
|
| 1093 |
+
===========
|
| 1094 |
+
|
| 1095 |
+
A cylindrical joint is defined such that the child body both rotates about
|
| 1096 |
+
and translates along the body-fixed joint axis with respect to the parent
|
| 1097 |
+
body. The joint axis is both the rotation axis and translation axis. The
|
| 1098 |
+
location of the joint is defined by two points, one in each body, which
|
| 1099 |
+
coincide when the generalized coordinate corresponding to the translation is
|
| 1100 |
+
zero. The direction cosine matrix between the child interframe and parent
|
| 1101 |
+
interframe is formed using a simple rotation about the joint axis. The page
|
| 1102 |
+
on the joints framework gives a more detailed explanation of the
|
| 1103 |
+
intermediate frames.
|
| 1104 |
+
|
| 1105 |
+
Parameters
|
| 1106 |
+
==========
|
| 1107 |
+
|
| 1108 |
+
name : string
|
| 1109 |
+
A unique name for the joint.
|
| 1110 |
+
parent : Particle or RigidBody or Body
|
| 1111 |
+
The parent body of joint.
|
| 1112 |
+
child : Particle or RigidBody or Body
|
| 1113 |
+
The child body of joint.
|
| 1114 |
+
rotation_coordinate : dynamicsymbol, optional
|
| 1115 |
+
Generalized coordinate corresponding to the rotation angle. The default
|
| 1116 |
+
value is ``dynamicsymbols(f'q0_{joint.name}')``.
|
| 1117 |
+
translation_coordinate : dynamicsymbol, optional
|
| 1118 |
+
Generalized coordinate corresponding to the translation distance. The
|
| 1119 |
+
default value is ``dynamicsymbols(f'q1_{joint.name}')``.
|
| 1120 |
+
rotation_speed : dynamicsymbol, optional
|
| 1121 |
+
Generalized speed corresponding to the angular velocity. The default
|
| 1122 |
+
value is ``dynamicsymbols(f'u0_{joint.name}')``.
|
| 1123 |
+
translation_speed : dynamicsymbol, optional
|
| 1124 |
+
Generalized speed corresponding to the translation velocity. The default
|
| 1125 |
+
value is ``dynamicsymbols(f'u1_{joint.name}')``.
|
| 1126 |
+
parent_point : Point or Vector, optional
|
| 1127 |
+
Attachment point where the joint is fixed to the parent body. If a
|
| 1128 |
+
vector is provided, then the attachment point is computed by adding the
|
| 1129 |
+
vector to the body's mass center. The default value is the parent's mass
|
| 1130 |
+
center.
|
| 1131 |
+
child_point : Point or Vector, optional
|
| 1132 |
+
Attachment point where the joint is fixed to the child body. If a
|
| 1133 |
+
vector is provided, then the attachment point is computed by adding the
|
| 1134 |
+
vector to the body's mass center. The default value is the child's mass
|
| 1135 |
+
center.
|
| 1136 |
+
parent_interframe : ReferenceFrame, optional
|
| 1137 |
+
Intermediate frame of the parent body with respect to which the joint
|
| 1138 |
+
transformation is formulated. If a Vector is provided then an interframe
|
| 1139 |
+
is created which aligns its X axis with the given vector. The default
|
| 1140 |
+
value is the parent's own frame.
|
| 1141 |
+
child_interframe : ReferenceFrame, optional
|
| 1142 |
+
Intermediate frame of the child body with respect to which the joint
|
| 1143 |
+
transformation is formulated. If a Vector is provided then an interframe
|
| 1144 |
+
is created which aligns its X axis with the given vector. The default
|
| 1145 |
+
value is the child's own frame.
|
| 1146 |
+
joint_axis : Vector, optional
|
| 1147 |
+
The rotation as well as translation axis. Note that the components of
|
| 1148 |
+
this axis are the same in the parent_interframe and child_interframe.
|
| 1149 |
+
|
| 1150 |
+
Attributes
|
| 1151 |
+
==========
|
| 1152 |
+
|
| 1153 |
+
name : string
|
| 1154 |
+
The joint's name.
|
| 1155 |
+
parent : Particle or RigidBody or Body
|
| 1156 |
+
The joint's parent body.
|
| 1157 |
+
child : Particle or RigidBody or Body
|
| 1158 |
+
The joint's child body.
|
| 1159 |
+
rotation_coordinate : dynamicsymbol
|
| 1160 |
+
Generalized coordinate corresponding to the rotation angle.
|
| 1161 |
+
translation_coordinate : dynamicsymbol
|
| 1162 |
+
Generalized coordinate corresponding to the translation distance.
|
| 1163 |
+
rotation_speed : dynamicsymbol
|
| 1164 |
+
Generalized speed corresponding to the angular velocity.
|
| 1165 |
+
translation_speed : dynamicsymbol
|
| 1166 |
+
Generalized speed corresponding to the translation velocity.
|
| 1167 |
+
coordinates : Matrix
|
| 1168 |
+
Matrix of the joint's generalized coordinates.
|
| 1169 |
+
speeds : Matrix
|
| 1170 |
+
Matrix of the joint's generalized speeds.
|
| 1171 |
+
parent_point : Point
|
| 1172 |
+
Attachment point where the joint is fixed to the parent body.
|
| 1173 |
+
child_point : Point
|
| 1174 |
+
Attachment point where the joint is fixed to the child body.
|
| 1175 |
+
parent_interframe : ReferenceFrame
|
| 1176 |
+
Intermediate frame of the parent body with respect to which the joint
|
| 1177 |
+
transformation is formulated.
|
| 1178 |
+
child_interframe : ReferenceFrame
|
| 1179 |
+
Intermediate frame of the child body with respect to which the joint
|
| 1180 |
+
transformation is formulated.
|
| 1181 |
+
kdes : Matrix
|
| 1182 |
+
Kinematical differential equations of the joint.
|
| 1183 |
+
joint_axis : Vector
|
| 1184 |
+
The axis of rotation and translation.
|
| 1185 |
+
|
| 1186 |
+
Examples
|
| 1187 |
+
=========
|
| 1188 |
+
|
| 1189 |
+
A single cylindrical joint is created between two bodies and has the
|
| 1190 |
+
following basic attributes:
|
| 1191 |
+
|
| 1192 |
+
>>> from sympy.physics.mechanics import RigidBody, CylindricalJoint
|
| 1193 |
+
>>> parent = RigidBody('P')
|
| 1194 |
+
>>> parent
|
| 1195 |
+
P
|
| 1196 |
+
>>> child = RigidBody('C')
|
| 1197 |
+
>>> child
|
| 1198 |
+
C
|
| 1199 |
+
>>> joint = CylindricalJoint('PC', parent, child)
|
| 1200 |
+
>>> joint
|
| 1201 |
+
CylindricalJoint: PC parent: P child: C
|
| 1202 |
+
>>> joint.name
|
| 1203 |
+
'PC'
|
| 1204 |
+
>>> joint.parent
|
| 1205 |
+
P
|
| 1206 |
+
>>> joint.child
|
| 1207 |
+
C
|
| 1208 |
+
>>> joint.parent_point
|
| 1209 |
+
P_masscenter
|
| 1210 |
+
>>> joint.child_point
|
| 1211 |
+
C_masscenter
|
| 1212 |
+
>>> joint.parent_axis
|
| 1213 |
+
P_frame.x
|
| 1214 |
+
>>> joint.child_axis
|
| 1215 |
+
C_frame.x
|
| 1216 |
+
>>> joint.coordinates
|
| 1217 |
+
Matrix([
|
| 1218 |
+
[q0_PC(t)],
|
| 1219 |
+
[q1_PC(t)]])
|
| 1220 |
+
>>> joint.speeds
|
| 1221 |
+
Matrix([
|
| 1222 |
+
[u0_PC(t)],
|
| 1223 |
+
[u1_PC(t)]])
|
| 1224 |
+
>>> child.frame.ang_vel_in(parent.frame)
|
| 1225 |
+
u0_PC(t)*P_frame.x
|
| 1226 |
+
>>> child.frame.dcm(parent.frame)
|
| 1227 |
+
Matrix([
|
| 1228 |
+
[1, 0, 0],
|
| 1229 |
+
[0, cos(q0_PC(t)), sin(q0_PC(t))],
|
| 1230 |
+
[0, -sin(q0_PC(t)), cos(q0_PC(t))]])
|
| 1231 |
+
>>> joint.child_point.pos_from(joint.parent_point)
|
| 1232 |
+
q1_PC(t)*P_frame.x
|
| 1233 |
+
>>> child.masscenter.vel(parent.frame)
|
| 1234 |
+
u1_PC(t)*P_frame.x
|
| 1235 |
+
|
| 1236 |
+
To further demonstrate the use of the cylindrical joint, the kinematics of
|
| 1237 |
+
two cylindrical joints perpendicular to each other can be created as follows.
|
| 1238 |
+
|
| 1239 |
+
>>> from sympy import symbols
|
| 1240 |
+
>>> from sympy.physics.mechanics import RigidBody, CylindricalJoint
|
| 1241 |
+
>>> r, l, w = symbols('r l w')
|
| 1242 |
+
|
| 1243 |
+
First create bodies to represent the fixed floor with a fixed pole on it.
|
| 1244 |
+
The second body represents a freely moving tube around that pole. The third
|
| 1245 |
+
body represents a solid flag freely translating along and rotating around
|
| 1246 |
+
the Y axis of the tube.
|
| 1247 |
+
|
| 1248 |
+
>>> floor = RigidBody('floor')
|
| 1249 |
+
>>> tube = RigidBody('tube')
|
| 1250 |
+
>>> flag = RigidBody('flag')
|
| 1251 |
+
|
| 1252 |
+
The first joint will connect the first tube to the floor with it translating
|
| 1253 |
+
along and rotating around the Z axis of both bodies.
|
| 1254 |
+
|
| 1255 |
+
>>> floor_joint = CylindricalJoint('C1', floor, tube, joint_axis=floor.z)
|
| 1256 |
+
|
| 1257 |
+
The second joint will connect the tube perpendicular to the flag along the Y
|
| 1258 |
+
axis of both the tube and the flag, with the joint located at a distance
|
| 1259 |
+
``r`` from the tube's center of mass and a combination of the distances
|
| 1260 |
+
``l`` and ``w`` from the flag's center of mass.
|
| 1261 |
+
|
| 1262 |
+
>>> flag_joint = CylindricalJoint('C2', tube, flag,
|
| 1263 |
+
... parent_point=r * tube.y,
|
| 1264 |
+
... child_point=-w * flag.y + l * flag.z,
|
| 1265 |
+
... joint_axis=tube.y)
|
| 1266 |
+
|
| 1267 |
+
Once the joints are established the kinematics of the connected bodies can
|
| 1268 |
+
be accessed. First the direction cosine matrices of both the body and the
|
| 1269 |
+
flag relative to the floor are found:
|
| 1270 |
+
|
| 1271 |
+
>>> tube.frame.dcm(floor.frame)
|
| 1272 |
+
Matrix([
|
| 1273 |
+
[ cos(q0_C1(t)), sin(q0_C1(t)), 0],
|
| 1274 |
+
[-sin(q0_C1(t)), cos(q0_C1(t)), 0],
|
| 1275 |
+
[ 0, 0, 1]])
|
| 1276 |
+
>>> flag.frame.dcm(floor.frame)
|
| 1277 |
+
Matrix([
|
| 1278 |
+
[cos(q0_C1(t))*cos(q0_C2(t)), sin(q0_C1(t))*cos(q0_C2(t)), -sin(q0_C2(t))],
|
| 1279 |
+
[ -sin(q0_C1(t)), cos(q0_C1(t)), 0],
|
| 1280 |
+
[sin(q0_C2(t))*cos(q0_C1(t)), sin(q0_C1(t))*sin(q0_C2(t)), cos(q0_C2(t))]])
|
| 1281 |
+
|
| 1282 |
+
The position of the flag's center of mass is found with:
|
| 1283 |
+
|
| 1284 |
+
>>> flag.masscenter.pos_from(floor.masscenter)
|
| 1285 |
+
q1_C1(t)*floor_frame.z + (r + q1_C2(t))*tube_frame.y + w*flag_frame.y - l*flag_frame.z
|
| 1286 |
+
|
| 1287 |
+
The angular velocities of the two tubes can be computed with respect to the
|
| 1288 |
+
floor.
|
| 1289 |
+
|
| 1290 |
+
>>> tube.frame.ang_vel_in(floor.frame)
|
| 1291 |
+
u0_C1(t)*floor_frame.z
|
| 1292 |
+
>>> flag.frame.ang_vel_in(floor.frame)
|
| 1293 |
+
u0_C1(t)*floor_frame.z + u0_C2(t)*tube_frame.y
|
| 1294 |
+
|
| 1295 |
+
Finally, the linear velocities of the two tube centers of mass can be
|
| 1296 |
+
computed with respect to the floor, while expressed in the tube's frame.
|
| 1297 |
+
|
| 1298 |
+
>>> tube.masscenter.vel(floor.frame).to_matrix(tube.frame)
|
| 1299 |
+
Matrix([
|
| 1300 |
+
[ 0],
|
| 1301 |
+
[ 0],
|
| 1302 |
+
[u1_C1(t)]])
|
| 1303 |
+
>>> flag.masscenter.vel(floor.frame).to_matrix(tube.frame).simplify()
|
| 1304 |
+
Matrix([
|
| 1305 |
+
[-l*u0_C2(t)*cos(q0_C2(t)) - r*u0_C1(t) - w*u0_C1(t) - q1_C2(t)*u0_C1(t)],
|
| 1306 |
+
[ -l*u0_C1(t)*sin(q0_C2(t)) + Derivative(q1_C2(t), t)],
|
| 1307 |
+
[ l*u0_C2(t)*sin(q0_C2(t)) + u1_C1(t)]])
|
| 1308 |
+
|
| 1309 |
+
"""
|
| 1310 |
+
|
| 1311 |
+
def __init__(self, name, parent, child, rotation_coordinate=None,
|
| 1312 |
+
translation_coordinate=None, rotation_speed=None,
|
| 1313 |
+
translation_speed=None, parent_point=None, child_point=None,
|
| 1314 |
+
parent_interframe=None, child_interframe=None,
|
| 1315 |
+
joint_axis=None):
|
| 1316 |
+
self._joint_axis = joint_axis
|
| 1317 |
+
coordinates = (rotation_coordinate, translation_coordinate)
|
| 1318 |
+
speeds = (rotation_speed, translation_speed)
|
| 1319 |
+
super().__init__(name, parent, child, coordinates, speeds,
|
| 1320 |
+
parent_point, child_point,
|
| 1321 |
+
parent_interframe=parent_interframe,
|
| 1322 |
+
child_interframe=child_interframe)
|
| 1323 |
+
|
| 1324 |
+
def __str__(self):
|
| 1325 |
+
return (f'CylindricalJoint: {self.name} parent: {self.parent} '
|
| 1326 |
+
f'child: {self.child}')
|
| 1327 |
+
|
| 1328 |
+
@property
|
| 1329 |
+
def joint_axis(self):
|
| 1330 |
+
"""Axis about and along which the rotation and translation occurs."""
|
| 1331 |
+
return self._joint_axis
|
| 1332 |
+
|
| 1333 |
+
@property
|
| 1334 |
+
def rotation_coordinate(self):
|
| 1335 |
+
"""Generalized coordinate corresponding to the rotation angle."""
|
| 1336 |
+
return self.coordinates[0]
|
| 1337 |
+
|
| 1338 |
+
@property
|
| 1339 |
+
def translation_coordinate(self):
|
| 1340 |
+
"""Generalized coordinate corresponding to the translation distance."""
|
| 1341 |
+
return self.coordinates[1]
|
| 1342 |
+
|
| 1343 |
+
@property
|
| 1344 |
+
def rotation_speed(self):
|
| 1345 |
+
"""Generalized speed corresponding to the angular velocity."""
|
| 1346 |
+
return self.speeds[0]
|
| 1347 |
+
|
| 1348 |
+
@property
|
| 1349 |
+
def translation_speed(self):
|
| 1350 |
+
"""Generalized speed corresponding to the translation velocity."""
|
| 1351 |
+
return self.speeds[1]
|
| 1352 |
+
|
| 1353 |
+
def _generate_coordinates(self, coordinates):
|
| 1354 |
+
return self._fill_coordinate_list(coordinates, 2, 'q')
|
| 1355 |
+
|
| 1356 |
+
def _generate_speeds(self, speeds):
|
| 1357 |
+
return self._fill_coordinate_list(speeds, 2, 'u')
|
| 1358 |
+
|
| 1359 |
+
def _orient_frames(self):
|
| 1360 |
+
self._joint_axis = self._axis(self.joint_axis, self.parent_interframe)
|
| 1361 |
+
self.child_interframe.orient_axis(
|
| 1362 |
+
self.parent_interframe, self.joint_axis, self.rotation_coordinate)
|
| 1363 |
+
|
| 1364 |
+
def _set_angular_velocity(self):
|
| 1365 |
+
self.child_interframe.set_ang_vel(
|
| 1366 |
+
self.parent_interframe,
|
| 1367 |
+
self.rotation_speed * self.joint_axis.normalize())
|
| 1368 |
+
|
| 1369 |
+
def _set_linear_velocity(self):
|
| 1370 |
+
self.child_point.set_pos(
|
| 1371 |
+
self.parent_point,
|
| 1372 |
+
self.translation_coordinate * self.joint_axis.normalize())
|
| 1373 |
+
self.parent_point.set_vel(self._parent_frame, 0)
|
| 1374 |
+
self.child_point.set_vel(self._child_frame, 0)
|
| 1375 |
+
self.child_point.set_vel(
|
| 1376 |
+
self._parent_frame,
|
| 1377 |
+
self.translation_speed * self.joint_axis.normalize())
|
| 1378 |
+
self.child.masscenter.v2pt_theory(self.child_point, self._parent_frame,
|
| 1379 |
+
self.child_interframe)
|
| 1380 |
+
|
| 1381 |
+
|
| 1382 |
+
class PlanarJoint(Joint):
|
| 1383 |
+
"""Planar Joint.
|
| 1384 |
+
|
| 1385 |
+
.. raw:: html
|
| 1386 |
+
:file: ../../../doc/src/modules/physics/mechanics/api/PlanarJoint.svg
|
| 1387 |
+
|
| 1388 |
+
Explanation
|
| 1389 |
+
===========
|
| 1390 |
+
|
| 1391 |
+
A planar joint is defined such that the child body translates over a fixed
|
| 1392 |
+
plane of the parent body as well as rotate about the rotation axis, which
|
| 1393 |
+
is perpendicular to that plane. The origin of this plane is the
|
| 1394 |
+
``parent_point`` and the plane is spanned by two nonparallel planar vectors.
|
| 1395 |
+
The location of the ``child_point`` is based on the planar vectors
|
| 1396 |
+
($\\vec{v}_1$, $\\vec{v}_2$) and generalized coordinates ($q_1$, $q_2$),
|
| 1397 |
+
i.e. $\\vec{r} = q_1 \\hat{v}_1 + q_2 \\hat{v}_2$. The direction cosine
|
| 1398 |
+
matrix between the ``child_interframe`` and ``parent_interframe`` is formed
|
| 1399 |
+
using a simple rotation ($q_0$) about the rotation axis.
|
| 1400 |
+
|
| 1401 |
+
In order to simplify the definition of the ``PlanarJoint``, the
|
| 1402 |
+
``rotation_axis`` and ``planar_vectors`` are set to be the unit vectors of
|
| 1403 |
+
the ``parent_interframe`` according to the table below. This ensures that
|
| 1404 |
+
you can only define these vectors by creating a separate frame and supplying
|
| 1405 |
+
that as the interframe. If you however would only like to supply the normals
|
| 1406 |
+
of the plane with respect to the parent and child bodies, then you can also
|
| 1407 |
+
supply those to the ``parent_interframe`` and ``child_interframe``
|
| 1408 |
+
arguments. An example of both of these cases is in the examples section
|
| 1409 |
+
below and the page on the joints framework provides a more detailed
|
| 1410 |
+
explanation of the intermediate frames.
|
| 1411 |
+
|
| 1412 |
+
.. list-table::
|
| 1413 |
+
|
| 1414 |
+
* - ``rotation_axis``
|
| 1415 |
+
- ``parent_interframe.x``
|
| 1416 |
+
* - ``planar_vectors[0]``
|
| 1417 |
+
- ``parent_interframe.y``
|
| 1418 |
+
* - ``planar_vectors[1]``
|
| 1419 |
+
- ``parent_interframe.z``
|
| 1420 |
+
|
| 1421 |
+
Parameters
|
| 1422 |
+
==========
|
| 1423 |
+
|
| 1424 |
+
name : string
|
| 1425 |
+
A unique name for the joint.
|
| 1426 |
+
parent : Particle or RigidBody or Body
|
| 1427 |
+
The parent body of joint.
|
| 1428 |
+
child : Particle or RigidBody or Body
|
| 1429 |
+
The child body of joint.
|
| 1430 |
+
rotation_coordinate : dynamicsymbol, optional
|
| 1431 |
+
Generalized coordinate corresponding to the rotation angle. The default
|
| 1432 |
+
value is ``dynamicsymbols(f'q0_{joint.name}')``.
|
| 1433 |
+
planar_coordinates : iterable of dynamicsymbols, optional
|
| 1434 |
+
Two generalized coordinates used for the planar translation. The default
|
| 1435 |
+
value is ``dynamicsymbols(f'q1_{joint.name} q2_{joint.name}')``.
|
| 1436 |
+
rotation_speed : dynamicsymbol, optional
|
| 1437 |
+
Generalized speed corresponding to the angular velocity. The default
|
| 1438 |
+
value is ``dynamicsymbols(f'u0_{joint.name}')``.
|
| 1439 |
+
planar_speeds : dynamicsymbols, optional
|
| 1440 |
+
Two generalized speeds used for the planar translation velocity. The
|
| 1441 |
+
default value is ``dynamicsymbols(f'u1_{joint.name} u2_{joint.name}')``.
|
| 1442 |
+
parent_point : Point or Vector, optional
|
| 1443 |
+
Attachment point where the joint is fixed to the parent body. If a
|
| 1444 |
+
vector is provided, then the attachment point is computed by adding the
|
| 1445 |
+
vector to the body's mass center. The default value is the parent's mass
|
| 1446 |
+
center.
|
| 1447 |
+
child_point : Point or Vector, optional
|
| 1448 |
+
Attachment point where the joint is fixed to the child body. If a
|
| 1449 |
+
vector is provided, then the attachment point is computed by adding the
|
| 1450 |
+
vector to the body's mass center. The default value is the child's mass
|
| 1451 |
+
center.
|
| 1452 |
+
parent_interframe : ReferenceFrame, optional
|
| 1453 |
+
Intermediate frame of the parent body with respect to which the joint
|
| 1454 |
+
transformation is formulated. If a Vector is provided then an interframe
|
| 1455 |
+
is created which aligns its X axis with the given vector. The default
|
| 1456 |
+
value is the parent's own frame.
|
| 1457 |
+
child_interframe : ReferenceFrame, optional
|
| 1458 |
+
Intermediate frame of the child body with respect to which the joint
|
| 1459 |
+
transformation is formulated. If a Vector is provided then an interframe
|
| 1460 |
+
is created which aligns its X axis with the given vector. The default
|
| 1461 |
+
value is the child's own frame.
|
| 1462 |
+
|
| 1463 |
+
Attributes
|
| 1464 |
+
==========
|
| 1465 |
+
|
| 1466 |
+
name : string
|
| 1467 |
+
The joint's name.
|
| 1468 |
+
parent : Particle or RigidBody or Body
|
| 1469 |
+
The joint's parent body.
|
| 1470 |
+
child : Particle or RigidBody or Body
|
| 1471 |
+
The joint's child body.
|
| 1472 |
+
rotation_coordinate : dynamicsymbol
|
| 1473 |
+
Generalized coordinate corresponding to the rotation angle.
|
| 1474 |
+
planar_coordinates : Matrix
|
| 1475 |
+
Two generalized coordinates used for the planar translation.
|
| 1476 |
+
rotation_speed : dynamicsymbol
|
| 1477 |
+
Generalized speed corresponding to the angular velocity.
|
| 1478 |
+
planar_speeds : Matrix
|
| 1479 |
+
Two generalized speeds used for the planar translation velocity.
|
| 1480 |
+
coordinates : Matrix
|
| 1481 |
+
Matrix of the joint's generalized coordinates.
|
| 1482 |
+
speeds : Matrix
|
| 1483 |
+
Matrix of the joint's generalized speeds.
|
| 1484 |
+
parent_point : Point
|
| 1485 |
+
Attachment point where the joint is fixed to the parent body.
|
| 1486 |
+
child_point : Point
|
| 1487 |
+
Attachment point where the joint is fixed to the child body.
|
| 1488 |
+
parent_interframe : ReferenceFrame
|
| 1489 |
+
Intermediate frame of the parent body with respect to which the joint
|
| 1490 |
+
transformation is formulated.
|
| 1491 |
+
child_interframe : ReferenceFrame
|
| 1492 |
+
Intermediate frame of the child body with respect to which the joint
|
| 1493 |
+
transformation is formulated.
|
| 1494 |
+
kdes : Matrix
|
| 1495 |
+
Kinematical differential equations of the joint.
|
| 1496 |
+
rotation_axis : Vector
|
| 1497 |
+
The axis about which the rotation occurs.
|
| 1498 |
+
planar_vectors : list
|
| 1499 |
+
The vectors that describe the planar translation directions.
|
| 1500 |
+
|
| 1501 |
+
Examples
|
| 1502 |
+
=========
|
| 1503 |
+
|
| 1504 |
+
A single planar joint is created between two bodies and has the following
|
| 1505 |
+
basic attributes:
|
| 1506 |
+
|
| 1507 |
+
>>> from sympy.physics.mechanics import RigidBody, PlanarJoint
|
| 1508 |
+
>>> parent = RigidBody('P')
|
| 1509 |
+
>>> parent
|
| 1510 |
+
P
|
| 1511 |
+
>>> child = RigidBody('C')
|
| 1512 |
+
>>> child
|
| 1513 |
+
C
|
| 1514 |
+
>>> joint = PlanarJoint('PC', parent, child)
|
| 1515 |
+
>>> joint
|
| 1516 |
+
PlanarJoint: PC parent: P child: C
|
| 1517 |
+
>>> joint.name
|
| 1518 |
+
'PC'
|
| 1519 |
+
>>> joint.parent
|
| 1520 |
+
P
|
| 1521 |
+
>>> joint.child
|
| 1522 |
+
C
|
| 1523 |
+
>>> joint.parent_point
|
| 1524 |
+
P_masscenter
|
| 1525 |
+
>>> joint.child_point
|
| 1526 |
+
C_masscenter
|
| 1527 |
+
>>> joint.rotation_axis
|
| 1528 |
+
P_frame.x
|
| 1529 |
+
>>> joint.planar_vectors
|
| 1530 |
+
[P_frame.y, P_frame.z]
|
| 1531 |
+
>>> joint.rotation_coordinate
|
| 1532 |
+
q0_PC(t)
|
| 1533 |
+
>>> joint.planar_coordinates
|
| 1534 |
+
Matrix([
|
| 1535 |
+
[q1_PC(t)],
|
| 1536 |
+
[q2_PC(t)]])
|
| 1537 |
+
>>> joint.coordinates
|
| 1538 |
+
Matrix([
|
| 1539 |
+
[q0_PC(t)],
|
| 1540 |
+
[q1_PC(t)],
|
| 1541 |
+
[q2_PC(t)]])
|
| 1542 |
+
>>> joint.rotation_speed
|
| 1543 |
+
u0_PC(t)
|
| 1544 |
+
>>> joint.planar_speeds
|
| 1545 |
+
Matrix([
|
| 1546 |
+
[u1_PC(t)],
|
| 1547 |
+
[u2_PC(t)]])
|
| 1548 |
+
>>> joint.speeds
|
| 1549 |
+
Matrix([
|
| 1550 |
+
[u0_PC(t)],
|
| 1551 |
+
[u1_PC(t)],
|
| 1552 |
+
[u2_PC(t)]])
|
| 1553 |
+
>>> child.frame.ang_vel_in(parent.frame)
|
| 1554 |
+
u0_PC(t)*P_frame.x
|
| 1555 |
+
>>> child.frame.dcm(parent.frame)
|
| 1556 |
+
Matrix([
|
| 1557 |
+
[1, 0, 0],
|
| 1558 |
+
[0, cos(q0_PC(t)), sin(q0_PC(t))],
|
| 1559 |
+
[0, -sin(q0_PC(t)), cos(q0_PC(t))]])
|
| 1560 |
+
>>> joint.child_point.pos_from(joint.parent_point)
|
| 1561 |
+
q1_PC(t)*P_frame.y + q2_PC(t)*P_frame.z
|
| 1562 |
+
>>> child.masscenter.vel(parent.frame)
|
| 1563 |
+
u1_PC(t)*P_frame.y + u2_PC(t)*P_frame.z
|
| 1564 |
+
|
| 1565 |
+
To further demonstrate the use of the planar joint, the kinematics of a
|
| 1566 |
+
block sliding on a slope, can be created as follows.
|
| 1567 |
+
|
| 1568 |
+
>>> from sympy import symbols
|
| 1569 |
+
>>> from sympy.physics.mechanics import PlanarJoint, RigidBody, ReferenceFrame
|
| 1570 |
+
>>> a, d, h = symbols('a d h')
|
| 1571 |
+
|
| 1572 |
+
First create bodies to represent the slope and the block.
|
| 1573 |
+
|
| 1574 |
+
>>> ground = RigidBody('G')
|
| 1575 |
+
>>> block = RigidBody('B')
|
| 1576 |
+
|
| 1577 |
+
To define the slope you can either define the plane by specifying the
|
| 1578 |
+
``planar_vectors`` or/and the ``rotation_axis``. However it is advisable to
|
| 1579 |
+
create a rotated intermediate frame, so that the ``parent_vectors`` and
|
| 1580 |
+
``rotation_axis`` will be the unit vectors of this intermediate frame.
|
| 1581 |
+
|
| 1582 |
+
>>> slope = ReferenceFrame('A')
|
| 1583 |
+
>>> slope.orient_axis(ground.frame, ground.y, a)
|
| 1584 |
+
|
| 1585 |
+
The planar joint can be created using these bodies and intermediate frame.
|
| 1586 |
+
We can specify the origin of the slope to be ``d`` above the slope's center
|
| 1587 |
+
of mass and the block's center of mass to be a distance ``h`` above the
|
| 1588 |
+
slope's surface. Note that we can specify the normal of the plane using the
|
| 1589 |
+
rotation axis argument.
|
| 1590 |
+
|
| 1591 |
+
>>> joint = PlanarJoint('PC', ground, block, parent_point=d * ground.x,
|
| 1592 |
+
... child_point=-h * block.x, parent_interframe=slope)
|
| 1593 |
+
|
| 1594 |
+
Once the joint is established the kinematics of the bodies can be accessed.
|
| 1595 |
+
First the ``rotation_axis``, which is normal to the plane and the
|
| 1596 |
+
``plane_vectors``, can be found.
|
| 1597 |
+
|
| 1598 |
+
>>> joint.rotation_axis
|
| 1599 |
+
A.x
|
| 1600 |
+
>>> joint.planar_vectors
|
| 1601 |
+
[A.y, A.z]
|
| 1602 |
+
|
| 1603 |
+
The direction cosine matrix of the block with respect to the ground can be
|
| 1604 |
+
found with:
|
| 1605 |
+
|
| 1606 |
+
>>> block.frame.dcm(ground.frame)
|
| 1607 |
+
Matrix([
|
| 1608 |
+
[ cos(a), 0, -sin(a)],
|
| 1609 |
+
[sin(a)*sin(q0_PC(t)), cos(q0_PC(t)), sin(q0_PC(t))*cos(a)],
|
| 1610 |
+
[sin(a)*cos(q0_PC(t)), -sin(q0_PC(t)), cos(a)*cos(q0_PC(t))]])
|
| 1611 |
+
|
| 1612 |
+
The angular velocity of the block can be computed with respect to the
|
| 1613 |
+
ground.
|
| 1614 |
+
|
| 1615 |
+
>>> block.frame.ang_vel_in(ground.frame)
|
| 1616 |
+
u0_PC(t)*A.x
|
| 1617 |
+
|
| 1618 |
+
The position of the block's center of mass can be found with:
|
| 1619 |
+
|
| 1620 |
+
>>> block.masscenter.pos_from(ground.masscenter)
|
| 1621 |
+
d*G_frame.x + h*B_frame.x + q1_PC(t)*A.y + q2_PC(t)*A.z
|
| 1622 |
+
|
| 1623 |
+
Finally, the linear velocity of the block's center of mass can be
|
| 1624 |
+
computed with respect to the ground.
|
| 1625 |
+
|
| 1626 |
+
>>> block.masscenter.vel(ground.frame)
|
| 1627 |
+
u1_PC(t)*A.y + u2_PC(t)*A.z
|
| 1628 |
+
|
| 1629 |
+
In some cases it could be your preference to only define the normals of the
|
| 1630 |
+
plane with respect to both bodies. This can most easily be done by supplying
|
| 1631 |
+
vectors to the ``interframe`` arguments. What will happen in this case is
|
| 1632 |
+
that an interframe will be created with its ``x`` axis aligned with the
|
| 1633 |
+
provided vector. For a further explanation of how this is done see the notes
|
| 1634 |
+
of the ``Joint`` class. In the code below, the above example (with the block
|
| 1635 |
+
on the slope) is recreated by supplying vectors to the interframe arguments.
|
| 1636 |
+
Note that the previously described option is however more computationally
|
| 1637 |
+
efficient, because the algorithm now has to compute the rotation angle
|
| 1638 |
+
between the provided vector and the 'x' axis.
|
| 1639 |
+
|
| 1640 |
+
>>> from sympy import symbols, cos, sin
|
| 1641 |
+
>>> from sympy.physics.mechanics import PlanarJoint, RigidBody
|
| 1642 |
+
>>> a, d, h = symbols('a d h')
|
| 1643 |
+
>>> ground = RigidBody('G')
|
| 1644 |
+
>>> block = RigidBody('B')
|
| 1645 |
+
>>> joint = PlanarJoint(
|
| 1646 |
+
... 'PC', ground, block, parent_point=d * ground.x,
|
| 1647 |
+
... child_point=-h * block.x, child_interframe=block.x,
|
| 1648 |
+
... parent_interframe=cos(a) * ground.x + sin(a) * ground.z)
|
| 1649 |
+
>>> block.frame.dcm(ground.frame).simplify()
|
| 1650 |
+
Matrix([
|
| 1651 |
+
[ cos(a), 0, sin(a)],
|
| 1652 |
+
[-sin(a)*sin(q0_PC(t)), cos(q0_PC(t)), sin(q0_PC(t))*cos(a)],
|
| 1653 |
+
[-sin(a)*cos(q0_PC(t)), -sin(q0_PC(t)), cos(a)*cos(q0_PC(t))]])
|
| 1654 |
+
|
| 1655 |
+
"""
|
| 1656 |
+
|
| 1657 |
+
def __init__(self, name, parent, child, rotation_coordinate=None,
|
| 1658 |
+
planar_coordinates=None, rotation_speed=None,
|
| 1659 |
+
planar_speeds=None, parent_point=None, child_point=None,
|
| 1660 |
+
parent_interframe=None, child_interframe=None):
|
| 1661 |
+
# A ready to merge implementation of setting the planar_vectors and
|
| 1662 |
+
# rotation_axis was added and removed in PR #24046
|
| 1663 |
+
coordinates = (rotation_coordinate, planar_coordinates)
|
| 1664 |
+
speeds = (rotation_speed, planar_speeds)
|
| 1665 |
+
super().__init__(name, parent, child, coordinates, speeds,
|
| 1666 |
+
parent_point, child_point,
|
| 1667 |
+
parent_interframe=parent_interframe,
|
| 1668 |
+
child_interframe=child_interframe)
|
| 1669 |
+
|
| 1670 |
+
def __str__(self):
|
| 1671 |
+
return (f'PlanarJoint: {self.name} parent: {self.parent} '
|
| 1672 |
+
f'child: {self.child}')
|
| 1673 |
+
|
| 1674 |
+
@property
|
| 1675 |
+
def rotation_coordinate(self):
|
| 1676 |
+
"""Generalized coordinate corresponding to the rotation angle."""
|
| 1677 |
+
return self.coordinates[0]
|
| 1678 |
+
|
| 1679 |
+
@property
|
| 1680 |
+
def planar_coordinates(self):
|
| 1681 |
+
"""Two generalized coordinates used for the planar translation."""
|
| 1682 |
+
return self.coordinates[1:, 0]
|
| 1683 |
+
|
| 1684 |
+
@property
|
| 1685 |
+
def rotation_speed(self):
|
| 1686 |
+
"""Generalized speed corresponding to the angular velocity."""
|
| 1687 |
+
return self.speeds[0]
|
| 1688 |
+
|
| 1689 |
+
@property
|
| 1690 |
+
def planar_speeds(self):
|
| 1691 |
+
"""Two generalized speeds used for the planar translation velocity."""
|
| 1692 |
+
return self.speeds[1:, 0]
|
| 1693 |
+
|
| 1694 |
+
@property
|
| 1695 |
+
def rotation_axis(self):
|
| 1696 |
+
"""The axis about which the rotation occurs."""
|
| 1697 |
+
return self.parent_interframe.x
|
| 1698 |
+
|
| 1699 |
+
@property
|
| 1700 |
+
def planar_vectors(self):
|
| 1701 |
+
"""The vectors that describe the planar translation directions."""
|
| 1702 |
+
return [self.parent_interframe.y, self.parent_interframe.z]
|
| 1703 |
+
|
| 1704 |
+
def _generate_coordinates(self, coordinates):
|
| 1705 |
+
rotation_speed = self._fill_coordinate_list(coordinates[0], 1, 'q',
|
| 1706 |
+
number_single=True)
|
| 1707 |
+
planar_speeds = self._fill_coordinate_list(coordinates[1], 2, 'q', 1)
|
| 1708 |
+
return rotation_speed.col_join(planar_speeds)
|
| 1709 |
+
|
| 1710 |
+
def _generate_speeds(self, speeds):
|
| 1711 |
+
rotation_speed = self._fill_coordinate_list(speeds[0], 1, 'u',
|
| 1712 |
+
number_single=True)
|
| 1713 |
+
planar_speeds = self._fill_coordinate_list(speeds[1], 2, 'u', 1)
|
| 1714 |
+
return rotation_speed.col_join(planar_speeds)
|
| 1715 |
+
|
| 1716 |
+
def _orient_frames(self):
|
| 1717 |
+
self.child_interframe.orient_axis(
|
| 1718 |
+
self.parent_interframe, self.rotation_axis,
|
| 1719 |
+
self.rotation_coordinate)
|
| 1720 |
+
|
| 1721 |
+
def _set_angular_velocity(self):
|
| 1722 |
+
self.child_interframe.set_ang_vel(
|
| 1723 |
+
self.parent_interframe,
|
| 1724 |
+
self.rotation_speed * self.rotation_axis)
|
| 1725 |
+
|
| 1726 |
+
def _set_linear_velocity(self):
|
| 1727 |
+
self.child_point.set_pos(
|
| 1728 |
+
self.parent_point,
|
| 1729 |
+
self.planar_coordinates[0] * self.planar_vectors[0] +
|
| 1730 |
+
self.planar_coordinates[1] * self.planar_vectors[1])
|
| 1731 |
+
self.parent_point.set_vel(self.parent_interframe, 0)
|
| 1732 |
+
self.child_point.set_vel(self.child_interframe, 0)
|
| 1733 |
+
self.child_point.set_vel(
|
| 1734 |
+
self._parent_frame, self.planar_speeds[0] * self.planar_vectors[0] +
|
| 1735 |
+
self.planar_speeds[1] * self.planar_vectors[1])
|
| 1736 |
+
self.child.masscenter.v2pt_theory(self.child_point, self._parent_frame,
|
| 1737 |
+
self._child_frame)
|
| 1738 |
+
|
| 1739 |
+
|
| 1740 |
+
class SphericalJoint(Joint):
|
| 1741 |
+
"""Spherical (Ball-and-Socket) Joint.
|
| 1742 |
+
|
| 1743 |
+
.. image:: SphericalJoint.svg
|
| 1744 |
+
:align: center
|
| 1745 |
+
:width: 600
|
| 1746 |
+
|
| 1747 |
+
Explanation
|
| 1748 |
+
===========
|
| 1749 |
+
|
| 1750 |
+
A spherical joint is defined such that the child body is free to rotate in
|
| 1751 |
+
any direction, without allowing a translation of the ``child_point``. As can
|
| 1752 |
+
also be seen in the image, the ``parent_point`` and ``child_point`` are
|
| 1753 |
+
fixed on top of each other, i.e. the ``joint_point``. This rotation is
|
| 1754 |
+
defined using the :func:`parent_interframe.orient(child_interframe,
|
| 1755 |
+
rot_type, amounts, rot_order)
|
| 1756 |
+
<sympy.physics.vector.frame.ReferenceFrame.orient>` method. The default
|
| 1757 |
+
rotation consists of three relative rotations, i.e. body-fixed rotations.
|
| 1758 |
+
Based on the direction cosine matrix following from these rotations, the
|
| 1759 |
+
angular velocity is computed based on the generalized coordinates and
|
| 1760 |
+
generalized speeds.
|
| 1761 |
+
|
| 1762 |
+
Parameters
|
| 1763 |
+
==========
|
| 1764 |
+
|
| 1765 |
+
name : string
|
| 1766 |
+
A unique name for the joint.
|
| 1767 |
+
parent : Particle or RigidBody or Body
|
| 1768 |
+
The parent body of joint.
|
| 1769 |
+
child : Particle or RigidBody or Body
|
| 1770 |
+
The child body of joint.
|
| 1771 |
+
coordinates: iterable of dynamicsymbols, optional
|
| 1772 |
+
Generalized coordinates of the joint.
|
| 1773 |
+
speeds : iterable of dynamicsymbols, optional
|
| 1774 |
+
Generalized speeds of joint.
|
| 1775 |
+
parent_point : Point or Vector, optional
|
| 1776 |
+
Attachment point where the joint is fixed to the parent body. If a
|
| 1777 |
+
vector is provided, then the attachment point is computed by adding the
|
| 1778 |
+
vector to the body's mass center. The default value is the parent's mass
|
| 1779 |
+
center.
|
| 1780 |
+
child_point : Point or Vector, optional
|
| 1781 |
+
Attachment point where the joint is fixed to the child body. If a
|
| 1782 |
+
vector is provided, then the attachment point is computed by adding the
|
| 1783 |
+
vector to the body's mass center. The default value is the child's mass
|
| 1784 |
+
center.
|
| 1785 |
+
parent_interframe : ReferenceFrame, optional
|
| 1786 |
+
Intermediate frame of the parent body with respect to which the joint
|
| 1787 |
+
transformation is formulated. If a Vector is provided then an interframe
|
| 1788 |
+
is created which aligns its X axis with the given vector. The default
|
| 1789 |
+
value is the parent's own frame.
|
| 1790 |
+
child_interframe : ReferenceFrame, optional
|
| 1791 |
+
Intermediate frame of the child body with respect to which the joint
|
| 1792 |
+
transformation is formulated. If a Vector is provided then an interframe
|
| 1793 |
+
is created which aligns its X axis with the given vector. The default
|
| 1794 |
+
value is the child's own frame.
|
| 1795 |
+
rot_type : str, optional
|
| 1796 |
+
The method used to generate the direction cosine matrix. Supported
|
| 1797 |
+
methods are:
|
| 1798 |
+
|
| 1799 |
+
- ``'Body'``: three successive rotations about new intermediate axes,
|
| 1800 |
+
also called "Euler and Tait-Bryan angles"
|
| 1801 |
+
- ``'Space'``: three successive rotations about the parent frames' unit
|
| 1802 |
+
vectors
|
| 1803 |
+
|
| 1804 |
+
The default method is ``'Body'``.
|
| 1805 |
+
amounts :
|
| 1806 |
+
Expressions defining the rotation angles or direction cosine matrix.
|
| 1807 |
+
These must match the ``rot_type``. See examples below for details. The
|
| 1808 |
+
input types are:
|
| 1809 |
+
|
| 1810 |
+
- ``'Body'``: 3-tuple of expressions, symbols, or functions
|
| 1811 |
+
- ``'Space'``: 3-tuple of expressions, symbols, or functions
|
| 1812 |
+
|
| 1813 |
+
The default amounts are the given ``coordinates``.
|
| 1814 |
+
rot_order : str or int, optional
|
| 1815 |
+
If applicable, the order of the successive of rotations. The string
|
| 1816 |
+
``'123'`` and integer ``123`` are equivalent, for example. Required for
|
| 1817 |
+
``'Body'`` and ``'Space'``. The default value is ``123``.
|
| 1818 |
+
|
| 1819 |
+
Attributes
|
| 1820 |
+
==========
|
| 1821 |
+
|
| 1822 |
+
name : string
|
| 1823 |
+
The joint's name.
|
| 1824 |
+
parent : Particle or RigidBody or Body
|
| 1825 |
+
The joint's parent body.
|
| 1826 |
+
child : Particle or RigidBody or Body
|
| 1827 |
+
The joint's child body.
|
| 1828 |
+
coordinates : Matrix
|
| 1829 |
+
Matrix of the joint's generalized coordinates.
|
| 1830 |
+
speeds : Matrix
|
| 1831 |
+
Matrix of the joint's generalized speeds.
|
| 1832 |
+
parent_point : Point
|
| 1833 |
+
Attachment point where the joint is fixed to the parent body.
|
| 1834 |
+
child_point : Point
|
| 1835 |
+
Attachment point where the joint is fixed to the child body.
|
| 1836 |
+
parent_interframe : ReferenceFrame
|
| 1837 |
+
Intermediate frame of the parent body with respect to which the joint
|
| 1838 |
+
transformation is formulated.
|
| 1839 |
+
child_interframe : ReferenceFrame
|
| 1840 |
+
Intermediate frame of the child body with respect to which the joint
|
| 1841 |
+
transformation is formulated.
|
| 1842 |
+
kdes : Matrix
|
| 1843 |
+
Kinematical differential equations of the joint.
|
| 1844 |
+
|
| 1845 |
+
Examples
|
| 1846 |
+
=========
|
| 1847 |
+
|
| 1848 |
+
A single spherical joint is created from two bodies and has the following
|
| 1849 |
+
basic attributes:
|
| 1850 |
+
|
| 1851 |
+
>>> from sympy.physics.mechanics import RigidBody, SphericalJoint
|
| 1852 |
+
>>> parent = RigidBody('P')
|
| 1853 |
+
>>> parent
|
| 1854 |
+
P
|
| 1855 |
+
>>> child = RigidBody('C')
|
| 1856 |
+
>>> child
|
| 1857 |
+
C
|
| 1858 |
+
>>> joint = SphericalJoint('PC', parent, child)
|
| 1859 |
+
>>> joint
|
| 1860 |
+
SphericalJoint: PC parent: P child: C
|
| 1861 |
+
>>> joint.name
|
| 1862 |
+
'PC'
|
| 1863 |
+
>>> joint.parent
|
| 1864 |
+
P
|
| 1865 |
+
>>> joint.child
|
| 1866 |
+
C
|
| 1867 |
+
>>> joint.parent_point
|
| 1868 |
+
P_masscenter
|
| 1869 |
+
>>> joint.child_point
|
| 1870 |
+
C_masscenter
|
| 1871 |
+
>>> joint.parent_interframe
|
| 1872 |
+
P_frame
|
| 1873 |
+
>>> joint.child_interframe
|
| 1874 |
+
C_frame
|
| 1875 |
+
>>> joint.coordinates
|
| 1876 |
+
Matrix([
|
| 1877 |
+
[q0_PC(t)],
|
| 1878 |
+
[q1_PC(t)],
|
| 1879 |
+
[q2_PC(t)]])
|
| 1880 |
+
>>> joint.speeds
|
| 1881 |
+
Matrix([
|
| 1882 |
+
[u0_PC(t)],
|
| 1883 |
+
[u1_PC(t)],
|
| 1884 |
+
[u2_PC(t)]])
|
| 1885 |
+
>>> child.frame.ang_vel_in(parent.frame).to_matrix(child.frame)
|
| 1886 |
+
Matrix([
|
| 1887 |
+
[ u0_PC(t)*cos(q1_PC(t))*cos(q2_PC(t)) + u1_PC(t)*sin(q2_PC(t))],
|
| 1888 |
+
[-u0_PC(t)*sin(q2_PC(t))*cos(q1_PC(t)) + u1_PC(t)*cos(q2_PC(t))],
|
| 1889 |
+
[ u0_PC(t)*sin(q1_PC(t)) + u2_PC(t)]])
|
| 1890 |
+
>>> child.frame.x.to_matrix(parent.frame)
|
| 1891 |
+
Matrix([
|
| 1892 |
+
[ cos(q1_PC(t))*cos(q2_PC(t))],
|
| 1893 |
+
[sin(q0_PC(t))*sin(q1_PC(t))*cos(q2_PC(t)) + sin(q2_PC(t))*cos(q0_PC(t))],
|
| 1894 |
+
[sin(q0_PC(t))*sin(q2_PC(t)) - sin(q1_PC(t))*cos(q0_PC(t))*cos(q2_PC(t))]])
|
| 1895 |
+
>>> joint.child_point.pos_from(joint.parent_point)
|
| 1896 |
+
0
|
| 1897 |
+
|
| 1898 |
+
To further demonstrate the use of the spherical joint, the kinematics of a
|
| 1899 |
+
spherical joint with a ZXZ rotation can be created as follows.
|
| 1900 |
+
|
| 1901 |
+
>>> from sympy import symbols
|
| 1902 |
+
>>> from sympy.physics.mechanics import RigidBody, SphericalJoint
|
| 1903 |
+
>>> l1 = symbols('l1')
|
| 1904 |
+
|
| 1905 |
+
First create bodies to represent the fixed floor and a pendulum bob.
|
| 1906 |
+
|
| 1907 |
+
>>> floor = RigidBody('F')
|
| 1908 |
+
>>> bob = RigidBody('B')
|
| 1909 |
+
|
| 1910 |
+
The joint will connect the bob to the floor, with the joint located at a
|
| 1911 |
+
distance of ``l1`` from the child's center of mass and the rotation set to a
|
| 1912 |
+
body-fixed ZXZ rotation.
|
| 1913 |
+
|
| 1914 |
+
>>> joint = SphericalJoint('S', floor, bob, child_point=l1 * bob.y,
|
| 1915 |
+
... rot_type='body', rot_order='ZXZ')
|
| 1916 |
+
|
| 1917 |
+
Now that the joint is established, the kinematics of the connected body can
|
| 1918 |
+
be accessed.
|
| 1919 |
+
|
| 1920 |
+
The position of the bob's masscenter is found with:
|
| 1921 |
+
|
| 1922 |
+
>>> bob.masscenter.pos_from(floor.masscenter)
|
| 1923 |
+
- l1*B_frame.y
|
| 1924 |
+
|
| 1925 |
+
The angular velocities of the pendulum link can be computed with respect to
|
| 1926 |
+
the floor.
|
| 1927 |
+
|
| 1928 |
+
>>> bob.frame.ang_vel_in(floor.frame).to_matrix(
|
| 1929 |
+
... floor.frame).simplify()
|
| 1930 |
+
Matrix([
|
| 1931 |
+
[u1_S(t)*cos(q0_S(t)) + u2_S(t)*sin(q0_S(t))*sin(q1_S(t))],
|
| 1932 |
+
[u1_S(t)*sin(q0_S(t)) - u2_S(t)*sin(q1_S(t))*cos(q0_S(t))],
|
| 1933 |
+
[ u0_S(t) + u2_S(t)*cos(q1_S(t))]])
|
| 1934 |
+
|
| 1935 |
+
Finally, the linear velocity of the bob's center of mass can be computed.
|
| 1936 |
+
|
| 1937 |
+
>>> bob.masscenter.vel(floor.frame).to_matrix(bob.frame)
|
| 1938 |
+
Matrix([
|
| 1939 |
+
[ l1*(u0_S(t)*cos(q1_S(t)) + u2_S(t))],
|
| 1940 |
+
[ 0],
|
| 1941 |
+
[-l1*(u0_S(t)*sin(q1_S(t))*sin(q2_S(t)) + u1_S(t)*cos(q2_S(t)))]])
|
| 1942 |
+
|
| 1943 |
+
"""
|
| 1944 |
+
def __init__(self, name, parent, child, coordinates=None, speeds=None,
|
| 1945 |
+
parent_point=None, child_point=None, parent_interframe=None,
|
| 1946 |
+
child_interframe=None, rot_type='BODY', amounts=None,
|
| 1947 |
+
rot_order=123):
|
| 1948 |
+
self._rot_type = rot_type
|
| 1949 |
+
self._amounts = amounts
|
| 1950 |
+
self._rot_order = rot_order
|
| 1951 |
+
super().__init__(name, parent, child, coordinates, speeds,
|
| 1952 |
+
parent_point, child_point,
|
| 1953 |
+
parent_interframe=parent_interframe,
|
| 1954 |
+
child_interframe=child_interframe)
|
| 1955 |
+
|
| 1956 |
+
def __str__(self):
|
| 1957 |
+
return (f'SphericalJoint: {self.name} parent: {self.parent} '
|
| 1958 |
+
f'child: {self.child}')
|
| 1959 |
+
|
| 1960 |
+
def _generate_coordinates(self, coordinates):
|
| 1961 |
+
return self._fill_coordinate_list(coordinates, 3, 'q')
|
| 1962 |
+
|
| 1963 |
+
def _generate_speeds(self, speeds):
|
| 1964 |
+
return self._fill_coordinate_list(speeds, len(self.coordinates), 'u')
|
| 1965 |
+
|
| 1966 |
+
def _orient_frames(self):
|
| 1967 |
+
supported_rot_types = ('BODY', 'SPACE')
|
| 1968 |
+
if self._rot_type.upper() not in supported_rot_types:
|
| 1969 |
+
raise NotImplementedError(
|
| 1970 |
+
f'Rotation type "{self._rot_type}" is not implemented. '
|
| 1971 |
+
f'Implemented rotation types are: {supported_rot_types}')
|
| 1972 |
+
amounts = self.coordinates if self._amounts is None else self._amounts
|
| 1973 |
+
self.child_interframe.orient(self.parent_interframe, self._rot_type,
|
| 1974 |
+
amounts, self._rot_order)
|
| 1975 |
+
|
| 1976 |
+
def _set_angular_velocity(self):
|
| 1977 |
+
t = dynamicsymbols._t
|
| 1978 |
+
vel = self.child_interframe.ang_vel_in(self.parent_interframe).xreplace(
|
| 1979 |
+
{q.diff(t): u for q, u in zip(self.coordinates, self.speeds)}
|
| 1980 |
+
)
|
| 1981 |
+
self.child_interframe.set_ang_vel(self.parent_interframe, vel)
|
| 1982 |
+
|
| 1983 |
+
def _set_linear_velocity(self):
|
| 1984 |
+
self.child_point.set_pos(self.parent_point, 0)
|
| 1985 |
+
self.parent_point.set_vel(self._parent_frame, 0)
|
| 1986 |
+
self.child_point.set_vel(self._child_frame, 0)
|
| 1987 |
+
self.child.masscenter.v2pt_theory(self.parent_point, self._parent_frame,
|
| 1988 |
+
self._child_frame)
|
| 1989 |
+
|
| 1990 |
+
|
| 1991 |
+
class WeldJoint(Joint):
|
| 1992 |
+
"""Weld Joint.
|
| 1993 |
+
|
| 1994 |
+
.. raw:: html
|
| 1995 |
+
:file: ../../../doc/src/modules/physics/mechanics/api/WeldJoint.svg
|
| 1996 |
+
|
| 1997 |
+
Explanation
|
| 1998 |
+
===========
|
| 1999 |
+
|
| 2000 |
+
A weld joint is defined such that there is no relative motion between the
|
| 2001 |
+
child and parent bodies. The direction cosine matrix between the attachment
|
| 2002 |
+
frame (``parent_interframe`` and ``child_interframe``) is the identity
|
| 2003 |
+
matrix and the attachment points (``parent_point`` and ``child_point``) are
|
| 2004 |
+
coincident. The page on the joints framework gives a more detailed
|
| 2005 |
+
explanation of the intermediate frames.
|
| 2006 |
+
|
| 2007 |
+
Parameters
|
| 2008 |
+
==========
|
| 2009 |
+
|
| 2010 |
+
name : string
|
| 2011 |
+
A unique name for the joint.
|
| 2012 |
+
parent : Particle or RigidBody or Body
|
| 2013 |
+
The parent body of joint.
|
| 2014 |
+
child : Particle or RigidBody or Body
|
| 2015 |
+
The child body of joint.
|
| 2016 |
+
parent_point : Point or Vector, optional
|
| 2017 |
+
Attachment point where the joint is fixed to the parent body. If a
|
| 2018 |
+
vector is provided, then the attachment point is computed by adding the
|
| 2019 |
+
vector to the body's mass center. The default value is the parent's mass
|
| 2020 |
+
center.
|
| 2021 |
+
child_point : Point or Vector, optional
|
| 2022 |
+
Attachment point where the joint is fixed to the child body. If a
|
| 2023 |
+
vector is provided, then the attachment point is computed by adding the
|
| 2024 |
+
vector to the body's mass center. The default value is the child's mass
|
| 2025 |
+
center.
|
| 2026 |
+
parent_interframe : ReferenceFrame, optional
|
| 2027 |
+
Intermediate frame of the parent body with respect to which the joint
|
| 2028 |
+
transformation is formulated. If a Vector is provided then an interframe
|
| 2029 |
+
is created which aligns its X axis with the given vector. The default
|
| 2030 |
+
value is the parent's own frame.
|
| 2031 |
+
child_interframe : ReferenceFrame, optional
|
| 2032 |
+
Intermediate frame of the child body with respect to which the joint
|
| 2033 |
+
transformation is formulated. If a Vector is provided then an interframe
|
| 2034 |
+
is created which aligns its X axis with the given vector. The default
|
| 2035 |
+
value is the child's own frame.
|
| 2036 |
+
|
| 2037 |
+
Attributes
|
| 2038 |
+
==========
|
| 2039 |
+
|
| 2040 |
+
name : string
|
| 2041 |
+
The joint's name.
|
| 2042 |
+
parent : Particle or RigidBody or Body
|
| 2043 |
+
The joint's parent body.
|
| 2044 |
+
child : Particle or RigidBody or Body
|
| 2045 |
+
The joint's child body.
|
| 2046 |
+
coordinates : Matrix
|
| 2047 |
+
Matrix of the joint's generalized coordinates. The default value is
|
| 2048 |
+
``dynamicsymbols(f'q_{joint.name}')``.
|
| 2049 |
+
speeds : Matrix
|
| 2050 |
+
Matrix of the joint's generalized speeds. The default value is
|
| 2051 |
+
``dynamicsymbols(f'u_{joint.name}')``.
|
| 2052 |
+
parent_point : Point
|
| 2053 |
+
Attachment point where the joint is fixed to the parent body.
|
| 2054 |
+
child_point : Point
|
| 2055 |
+
Attachment point where the joint is fixed to the child body.
|
| 2056 |
+
parent_interframe : ReferenceFrame
|
| 2057 |
+
Intermediate frame of the parent body with respect to which the joint
|
| 2058 |
+
transformation is formulated.
|
| 2059 |
+
child_interframe : ReferenceFrame
|
| 2060 |
+
Intermediate frame of the child body with respect to which the joint
|
| 2061 |
+
transformation is formulated.
|
| 2062 |
+
kdes : Matrix
|
| 2063 |
+
Kinematical differential equations of the joint.
|
| 2064 |
+
|
| 2065 |
+
Examples
|
| 2066 |
+
=========
|
| 2067 |
+
|
| 2068 |
+
A single weld joint is created from two bodies and has the following basic
|
| 2069 |
+
attributes:
|
| 2070 |
+
|
| 2071 |
+
>>> from sympy.physics.mechanics import RigidBody, WeldJoint
|
| 2072 |
+
>>> parent = RigidBody('P')
|
| 2073 |
+
>>> parent
|
| 2074 |
+
P
|
| 2075 |
+
>>> child = RigidBody('C')
|
| 2076 |
+
>>> child
|
| 2077 |
+
C
|
| 2078 |
+
>>> joint = WeldJoint('PC', parent, child)
|
| 2079 |
+
>>> joint
|
| 2080 |
+
WeldJoint: PC parent: P child: C
|
| 2081 |
+
>>> joint.name
|
| 2082 |
+
'PC'
|
| 2083 |
+
>>> joint.parent
|
| 2084 |
+
P
|
| 2085 |
+
>>> joint.child
|
| 2086 |
+
C
|
| 2087 |
+
>>> joint.parent_point
|
| 2088 |
+
P_masscenter
|
| 2089 |
+
>>> joint.child_point
|
| 2090 |
+
C_masscenter
|
| 2091 |
+
>>> joint.coordinates
|
| 2092 |
+
Matrix(0, 0, [])
|
| 2093 |
+
>>> joint.speeds
|
| 2094 |
+
Matrix(0, 0, [])
|
| 2095 |
+
>>> child.frame.ang_vel_in(parent.frame)
|
| 2096 |
+
0
|
| 2097 |
+
>>> child.frame.dcm(parent.frame)
|
| 2098 |
+
Matrix([
|
| 2099 |
+
[1, 0, 0],
|
| 2100 |
+
[0, 1, 0],
|
| 2101 |
+
[0, 0, 1]])
|
| 2102 |
+
>>> joint.child_point.pos_from(joint.parent_point)
|
| 2103 |
+
0
|
| 2104 |
+
|
| 2105 |
+
To further demonstrate the use of the weld joint, two relatively-fixed
|
| 2106 |
+
bodies rotated by a quarter turn about the Y axis can be created as follows:
|
| 2107 |
+
|
| 2108 |
+
>>> from sympy import symbols, pi
|
| 2109 |
+
>>> from sympy.physics.mechanics import ReferenceFrame, RigidBody, WeldJoint
|
| 2110 |
+
>>> l1, l2 = symbols('l1 l2')
|
| 2111 |
+
|
| 2112 |
+
First create the bodies to represent the parent and rotated child body.
|
| 2113 |
+
|
| 2114 |
+
>>> parent = RigidBody('P')
|
| 2115 |
+
>>> child = RigidBody('C')
|
| 2116 |
+
|
| 2117 |
+
Next the intermediate frame specifying the fixed rotation with respect to
|
| 2118 |
+
the parent can be created.
|
| 2119 |
+
|
| 2120 |
+
>>> rotated_frame = ReferenceFrame('Pr')
|
| 2121 |
+
>>> rotated_frame.orient_axis(parent.frame, parent.y, pi / 2)
|
| 2122 |
+
|
| 2123 |
+
The weld between the parent body and child body is located at a distance
|
| 2124 |
+
``l1`` from the parent's center of mass in the X direction and ``l2`` from
|
| 2125 |
+
the child's center of mass in the child's negative X direction.
|
| 2126 |
+
|
| 2127 |
+
>>> weld = WeldJoint('weld', parent, child, parent_point=l1 * parent.x,
|
| 2128 |
+
... child_point=-l2 * child.x,
|
| 2129 |
+
... parent_interframe=rotated_frame)
|
| 2130 |
+
|
| 2131 |
+
Now that the joint has been established, the kinematics of the bodies can be
|
| 2132 |
+
accessed. The direction cosine matrix of the child body with respect to the
|
| 2133 |
+
parent can be found:
|
| 2134 |
+
|
| 2135 |
+
>>> child.frame.dcm(parent.frame)
|
| 2136 |
+
Matrix([
|
| 2137 |
+
[0, 0, -1],
|
| 2138 |
+
[0, 1, 0],
|
| 2139 |
+
[1, 0, 0]])
|
| 2140 |
+
|
| 2141 |
+
As can also been seen from the direction cosine matrix, the parent X axis is
|
| 2142 |
+
aligned with the child's Z axis:
|
| 2143 |
+
>>> parent.x == child.z
|
| 2144 |
+
True
|
| 2145 |
+
|
| 2146 |
+
The position of the child's center of mass with respect to the parent's
|
| 2147 |
+
center of mass can be found with:
|
| 2148 |
+
|
| 2149 |
+
>>> child.masscenter.pos_from(parent.masscenter)
|
| 2150 |
+
l1*P_frame.x + l2*C_frame.x
|
| 2151 |
+
|
| 2152 |
+
The angular velocity of the child with respect to the parent is 0 as one
|
| 2153 |
+
would expect.
|
| 2154 |
+
|
| 2155 |
+
>>> child.frame.ang_vel_in(parent.frame)
|
| 2156 |
+
0
|
| 2157 |
+
|
| 2158 |
+
"""
|
| 2159 |
+
|
| 2160 |
+
def __init__(self, name, parent, child, parent_point=None, child_point=None,
|
| 2161 |
+
parent_interframe=None, child_interframe=None):
|
| 2162 |
+
super().__init__(name, parent, child, [], [], parent_point,
|
| 2163 |
+
child_point, parent_interframe=parent_interframe,
|
| 2164 |
+
child_interframe=child_interframe)
|
| 2165 |
+
self._kdes = Matrix(1, 0, []).T # Removes stackability problems #10770
|
| 2166 |
+
|
| 2167 |
+
def __str__(self):
|
| 2168 |
+
return (f'WeldJoint: {self.name} parent: {self.parent} '
|
| 2169 |
+
f'child: {self.child}')
|
| 2170 |
+
|
| 2171 |
+
def _generate_coordinates(self, coordinate):
|
| 2172 |
+
return Matrix()
|
| 2173 |
+
|
| 2174 |
+
def _generate_speeds(self, speed):
|
| 2175 |
+
return Matrix()
|
| 2176 |
+
|
| 2177 |
+
def _orient_frames(self):
|
| 2178 |
+
self.child_interframe.orient_axis(self.parent_interframe,
|
| 2179 |
+
self.parent_interframe.x, 0)
|
| 2180 |
+
|
| 2181 |
+
def _set_angular_velocity(self):
|
| 2182 |
+
self.child_interframe.set_ang_vel(self.parent_interframe, 0)
|
| 2183 |
+
|
| 2184 |
+
def _set_linear_velocity(self):
|
| 2185 |
+
self.child_point.set_pos(self.parent_point, 0)
|
| 2186 |
+
self.parent_point.set_vel(self._parent_frame, 0)
|
| 2187 |
+
self.child_point.set_vel(self._child_frame, 0)
|
| 2188 |
+
self.child.masscenter.set_vel(self._parent_frame, 0)
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/jointsmethod.py
ADDED
|
@@ -0,0 +1,318 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from sympy.physics.mechanics import (Body, Lagrangian, KanesMethod, LagrangesMethod,
|
| 2 |
+
RigidBody, Particle)
|
| 3 |
+
from sympy.physics.mechanics.body_base import BodyBase
|
| 4 |
+
from sympy.physics.mechanics.method import _Methods
|
| 5 |
+
from sympy import Matrix
|
| 6 |
+
from sympy.utilities.exceptions import sympy_deprecation_warning
|
| 7 |
+
|
| 8 |
+
__all__ = ['JointsMethod']
|
| 9 |
+
|
| 10 |
+
|
| 11 |
+
class JointsMethod(_Methods):
|
| 12 |
+
"""Method for formulating the equations of motion using a set of interconnected bodies with joints.
|
| 13 |
+
|
| 14 |
+
.. deprecated:: 1.13
|
| 15 |
+
The JointsMethod class is deprecated. Its functionality has been
|
| 16 |
+
replaced by the new :class:`~.System` class.
|
| 17 |
+
|
| 18 |
+
Parameters
|
| 19 |
+
==========
|
| 20 |
+
|
| 21 |
+
newtonion : Body or ReferenceFrame
|
| 22 |
+
The newtonion(inertial) frame.
|
| 23 |
+
*joints : Joint
|
| 24 |
+
The joints in the system
|
| 25 |
+
|
| 26 |
+
Attributes
|
| 27 |
+
==========
|
| 28 |
+
|
| 29 |
+
q, u : iterable
|
| 30 |
+
Iterable of the generalized coordinates and speeds
|
| 31 |
+
bodies : iterable
|
| 32 |
+
Iterable of Body objects in the system.
|
| 33 |
+
loads : iterable
|
| 34 |
+
Iterable of (Point, vector) or (ReferenceFrame, vector) tuples
|
| 35 |
+
describing the forces on the system.
|
| 36 |
+
mass_matrix : Matrix, shape(n, n)
|
| 37 |
+
The system's mass matrix
|
| 38 |
+
forcing : Matrix, shape(n, 1)
|
| 39 |
+
The system's forcing vector
|
| 40 |
+
mass_matrix_full : Matrix, shape(2*n, 2*n)
|
| 41 |
+
The "mass matrix" for the u's and q's
|
| 42 |
+
forcing_full : Matrix, shape(2*n, 1)
|
| 43 |
+
The "forcing vector" for the u's and q's
|
| 44 |
+
method : KanesMethod or Lagrange's method
|
| 45 |
+
Method's object.
|
| 46 |
+
kdes : iterable
|
| 47 |
+
Iterable of kde in they system.
|
| 48 |
+
|
| 49 |
+
Examples
|
| 50 |
+
========
|
| 51 |
+
|
| 52 |
+
As Body and JointsMethod have been deprecated, the following examples are
|
| 53 |
+
for illustrative purposes only. The functionality of Body is fully captured
|
| 54 |
+
by :class:`~.RigidBody` and :class:`~.Particle` and the functionality of
|
| 55 |
+
JointsMethod is fully captured by :class:`~.System`. To ignore the
|
| 56 |
+
deprecation warning we can use the ignore_warnings context manager.
|
| 57 |
+
|
| 58 |
+
>>> from sympy.utilities.exceptions import ignore_warnings
|
| 59 |
+
|
| 60 |
+
This is a simple example for a one degree of freedom translational
|
| 61 |
+
spring-mass-damper.
|
| 62 |
+
|
| 63 |
+
>>> from sympy import symbols
|
| 64 |
+
>>> from sympy.physics.mechanics import Body, JointsMethod, PrismaticJoint
|
| 65 |
+
>>> from sympy.physics.vector import dynamicsymbols
|
| 66 |
+
>>> c, k = symbols('c k')
|
| 67 |
+
>>> x, v = dynamicsymbols('x v')
|
| 68 |
+
>>> with ignore_warnings(DeprecationWarning):
|
| 69 |
+
... wall = Body('W')
|
| 70 |
+
... body = Body('B')
|
| 71 |
+
>>> J = PrismaticJoint('J', wall, body, coordinates=x, speeds=v)
|
| 72 |
+
>>> wall.apply_force(c*v*wall.x, reaction_body=body)
|
| 73 |
+
>>> wall.apply_force(k*x*wall.x, reaction_body=body)
|
| 74 |
+
>>> with ignore_warnings(DeprecationWarning):
|
| 75 |
+
... method = JointsMethod(wall, J)
|
| 76 |
+
>>> method.form_eoms()
|
| 77 |
+
Matrix([[-B_mass*Derivative(v(t), t) - c*v(t) - k*x(t)]])
|
| 78 |
+
>>> M = method.mass_matrix_full
|
| 79 |
+
>>> F = method.forcing_full
|
| 80 |
+
>>> rhs = M.LUsolve(F)
|
| 81 |
+
>>> rhs
|
| 82 |
+
Matrix([
|
| 83 |
+
[ v(t)],
|
| 84 |
+
[(-c*v(t) - k*x(t))/B_mass]])
|
| 85 |
+
|
| 86 |
+
Notes
|
| 87 |
+
=====
|
| 88 |
+
|
| 89 |
+
``JointsMethod`` currently only works with systems that do not have any
|
| 90 |
+
configuration or motion constraints.
|
| 91 |
+
|
| 92 |
+
"""
|
| 93 |
+
|
| 94 |
+
def __init__(self, newtonion, *joints):
|
| 95 |
+
sympy_deprecation_warning(
|
| 96 |
+
"""
|
| 97 |
+
The JointsMethod class is deprecated.
|
| 98 |
+
Its functionality has been replaced by the new System class.
|
| 99 |
+
""",
|
| 100 |
+
deprecated_since_version="1.13",
|
| 101 |
+
active_deprecations_target="deprecated-mechanics-jointsmethod"
|
| 102 |
+
)
|
| 103 |
+
if isinstance(newtonion, BodyBase):
|
| 104 |
+
self.frame = newtonion.frame
|
| 105 |
+
else:
|
| 106 |
+
self.frame = newtonion
|
| 107 |
+
|
| 108 |
+
self._joints = joints
|
| 109 |
+
self._bodies = self._generate_bodylist()
|
| 110 |
+
self._loads = self._generate_loadlist()
|
| 111 |
+
self._q = self._generate_q()
|
| 112 |
+
self._u = self._generate_u()
|
| 113 |
+
self._kdes = self._generate_kdes()
|
| 114 |
+
|
| 115 |
+
self._method = None
|
| 116 |
+
|
| 117 |
+
@property
|
| 118 |
+
def bodies(self):
|
| 119 |
+
"""List of bodies in they system."""
|
| 120 |
+
return self._bodies
|
| 121 |
+
|
| 122 |
+
@property
|
| 123 |
+
def loads(self):
|
| 124 |
+
"""List of loads on the system."""
|
| 125 |
+
return self._loads
|
| 126 |
+
|
| 127 |
+
@property
|
| 128 |
+
def q(self):
|
| 129 |
+
"""List of the generalized coordinates."""
|
| 130 |
+
return self._q
|
| 131 |
+
|
| 132 |
+
@property
|
| 133 |
+
def u(self):
|
| 134 |
+
"""List of the generalized speeds."""
|
| 135 |
+
return self._u
|
| 136 |
+
|
| 137 |
+
@property
|
| 138 |
+
def kdes(self):
|
| 139 |
+
"""List of the generalized coordinates."""
|
| 140 |
+
return self._kdes
|
| 141 |
+
|
| 142 |
+
@property
|
| 143 |
+
def forcing_full(self):
|
| 144 |
+
"""The "forcing vector" for the u's and q's."""
|
| 145 |
+
return self.method.forcing_full
|
| 146 |
+
|
| 147 |
+
@property
|
| 148 |
+
def mass_matrix_full(self):
|
| 149 |
+
"""The "mass matrix" for the u's and q's."""
|
| 150 |
+
return self.method.mass_matrix_full
|
| 151 |
+
|
| 152 |
+
@property
|
| 153 |
+
def mass_matrix(self):
|
| 154 |
+
"""The system's mass matrix."""
|
| 155 |
+
return self.method.mass_matrix
|
| 156 |
+
|
| 157 |
+
@property
|
| 158 |
+
def forcing(self):
|
| 159 |
+
"""The system's forcing vector."""
|
| 160 |
+
return self.method.forcing
|
| 161 |
+
|
| 162 |
+
@property
|
| 163 |
+
def method(self):
|
| 164 |
+
"""Object of method used to form equations of systems."""
|
| 165 |
+
return self._method
|
| 166 |
+
|
| 167 |
+
def _generate_bodylist(self):
|
| 168 |
+
bodies = []
|
| 169 |
+
for joint in self._joints:
|
| 170 |
+
if joint.child not in bodies:
|
| 171 |
+
bodies.append(joint.child)
|
| 172 |
+
if joint.parent not in bodies:
|
| 173 |
+
bodies.append(joint.parent)
|
| 174 |
+
return bodies
|
| 175 |
+
|
| 176 |
+
def _generate_loadlist(self):
|
| 177 |
+
load_list = []
|
| 178 |
+
for body in self.bodies:
|
| 179 |
+
if isinstance(body, Body):
|
| 180 |
+
load_list.extend(body.loads)
|
| 181 |
+
return load_list
|
| 182 |
+
|
| 183 |
+
def _generate_q(self):
|
| 184 |
+
q_ind = []
|
| 185 |
+
for joint in self._joints:
|
| 186 |
+
for coordinate in joint.coordinates:
|
| 187 |
+
if coordinate in q_ind:
|
| 188 |
+
raise ValueError('Coordinates of joints should be unique.')
|
| 189 |
+
q_ind.append(coordinate)
|
| 190 |
+
return Matrix(q_ind)
|
| 191 |
+
|
| 192 |
+
def _generate_u(self):
|
| 193 |
+
u_ind = []
|
| 194 |
+
for joint in self._joints:
|
| 195 |
+
for speed in joint.speeds:
|
| 196 |
+
if speed in u_ind:
|
| 197 |
+
raise ValueError('Speeds of joints should be unique.')
|
| 198 |
+
u_ind.append(speed)
|
| 199 |
+
return Matrix(u_ind)
|
| 200 |
+
|
| 201 |
+
def _generate_kdes(self):
|
| 202 |
+
kd_ind = Matrix(1, 0, []).T
|
| 203 |
+
for joint in self._joints:
|
| 204 |
+
kd_ind = kd_ind.col_join(joint.kdes)
|
| 205 |
+
return kd_ind
|
| 206 |
+
|
| 207 |
+
def _convert_bodies(self):
|
| 208 |
+
# Convert `Body` to `Particle` and `RigidBody`
|
| 209 |
+
bodylist = []
|
| 210 |
+
for body in self.bodies:
|
| 211 |
+
if not isinstance(body, Body):
|
| 212 |
+
bodylist.append(body)
|
| 213 |
+
continue
|
| 214 |
+
if body.is_rigidbody:
|
| 215 |
+
rb = RigidBody(body.name, body.masscenter, body.frame, body.mass,
|
| 216 |
+
(body.central_inertia, body.masscenter))
|
| 217 |
+
rb.potential_energy = body.potential_energy
|
| 218 |
+
bodylist.append(rb)
|
| 219 |
+
else:
|
| 220 |
+
part = Particle(body.name, body.masscenter, body.mass)
|
| 221 |
+
part.potential_energy = body.potential_energy
|
| 222 |
+
bodylist.append(part)
|
| 223 |
+
return bodylist
|
| 224 |
+
|
| 225 |
+
def form_eoms(self, method=KanesMethod):
|
| 226 |
+
"""Method to form system's equation of motions.
|
| 227 |
+
|
| 228 |
+
Parameters
|
| 229 |
+
==========
|
| 230 |
+
|
| 231 |
+
method : Class
|
| 232 |
+
Class name of method.
|
| 233 |
+
|
| 234 |
+
Returns
|
| 235 |
+
========
|
| 236 |
+
|
| 237 |
+
Matrix
|
| 238 |
+
Vector of equations of motions.
|
| 239 |
+
|
| 240 |
+
Examples
|
| 241 |
+
========
|
| 242 |
+
|
| 243 |
+
As Body and JointsMethod have been deprecated, the following examples
|
| 244 |
+
are for illustrative purposes only. The functionality of Body is fully
|
| 245 |
+
captured by :class:`~.RigidBody` and :class:`~.Particle` and the
|
| 246 |
+
functionality of JointsMethod is fully captured by :class:`~.System`. To
|
| 247 |
+
ignore the deprecation warning we can use the ignore_warnings context
|
| 248 |
+
manager.
|
| 249 |
+
|
| 250 |
+
>>> from sympy.utilities.exceptions import ignore_warnings
|
| 251 |
+
|
| 252 |
+
This is a simple example for a one degree of freedom translational
|
| 253 |
+
spring-mass-damper.
|
| 254 |
+
|
| 255 |
+
>>> from sympy import S, symbols
|
| 256 |
+
>>> from sympy.physics.mechanics import LagrangesMethod, dynamicsymbols, Body
|
| 257 |
+
>>> from sympy.physics.mechanics import PrismaticJoint, JointsMethod
|
| 258 |
+
>>> q = dynamicsymbols('q')
|
| 259 |
+
>>> qd = dynamicsymbols('q', 1)
|
| 260 |
+
>>> m, k, b = symbols('m k b')
|
| 261 |
+
>>> with ignore_warnings(DeprecationWarning):
|
| 262 |
+
... wall = Body('W')
|
| 263 |
+
... part = Body('P', mass=m)
|
| 264 |
+
>>> part.potential_energy = k * q**2 / S(2)
|
| 265 |
+
>>> J = PrismaticJoint('J', wall, part, coordinates=q, speeds=qd)
|
| 266 |
+
>>> wall.apply_force(b * qd * wall.x, reaction_body=part)
|
| 267 |
+
>>> with ignore_warnings(DeprecationWarning):
|
| 268 |
+
... method = JointsMethod(wall, J)
|
| 269 |
+
>>> method.form_eoms(LagrangesMethod)
|
| 270 |
+
Matrix([[b*Derivative(q(t), t) + k*q(t) + m*Derivative(q(t), (t, 2))]])
|
| 271 |
+
|
| 272 |
+
We can also solve for the states using the 'rhs' method.
|
| 273 |
+
|
| 274 |
+
>>> method.rhs()
|
| 275 |
+
Matrix([
|
| 276 |
+
[ Derivative(q(t), t)],
|
| 277 |
+
[(-b*Derivative(q(t), t) - k*q(t))/m]])
|
| 278 |
+
|
| 279 |
+
"""
|
| 280 |
+
|
| 281 |
+
bodylist = self._convert_bodies()
|
| 282 |
+
if issubclass(method, LagrangesMethod): #LagrangesMethod or similar
|
| 283 |
+
L = Lagrangian(self.frame, *bodylist)
|
| 284 |
+
self._method = method(L, self.q, self.loads, bodylist, self.frame)
|
| 285 |
+
else: #KanesMethod or similar
|
| 286 |
+
self._method = method(self.frame, q_ind=self.q, u_ind=self.u, kd_eqs=self.kdes,
|
| 287 |
+
forcelist=self.loads, bodies=bodylist)
|
| 288 |
+
soln = self.method._form_eoms()
|
| 289 |
+
return soln
|
| 290 |
+
|
| 291 |
+
def rhs(self, inv_method=None):
|
| 292 |
+
"""Returns equations that can be solved numerically.
|
| 293 |
+
|
| 294 |
+
Parameters
|
| 295 |
+
==========
|
| 296 |
+
|
| 297 |
+
inv_method : str
|
| 298 |
+
The specific sympy inverse matrix calculation method to use. For a
|
| 299 |
+
list of valid methods, see
|
| 300 |
+
:meth:`~sympy.matrices.matrixbase.MatrixBase.inv`
|
| 301 |
+
|
| 302 |
+
Returns
|
| 303 |
+
========
|
| 304 |
+
|
| 305 |
+
Matrix
|
| 306 |
+
Numerically solvable equations.
|
| 307 |
+
|
| 308 |
+
See Also
|
| 309 |
+
========
|
| 310 |
+
|
| 311 |
+
sympy.physics.mechanics.kane.KanesMethod.rhs:
|
| 312 |
+
KanesMethod's rhs function.
|
| 313 |
+
sympy.physics.mechanics.lagrange.LagrangesMethod.rhs:
|
| 314 |
+
LagrangesMethod's rhs function.
|
| 315 |
+
|
| 316 |
+
"""
|
| 317 |
+
|
| 318 |
+
return self.method.rhs(inv_method=inv_method)
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/kane.py
ADDED
|
@@ -0,0 +1,860 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from sympy import zeros, Matrix, diff, eye
|
| 2 |
+
from sympy.core.sorting import default_sort_key
|
| 3 |
+
from sympy.physics.vector import (ReferenceFrame, dynamicsymbols,
|
| 4 |
+
partial_velocity)
|
| 5 |
+
from sympy.physics.mechanics.method import _Methods
|
| 6 |
+
from sympy.physics.mechanics.particle import Particle
|
| 7 |
+
from sympy.physics.mechanics.rigidbody import RigidBody
|
| 8 |
+
from sympy.physics.mechanics.functions import (msubs, find_dynamicsymbols,
|
| 9 |
+
_f_list_parser,
|
| 10 |
+
_validate_coordinates,
|
| 11 |
+
_parse_linear_solver)
|
| 12 |
+
from sympy.physics.mechanics.linearize import Linearizer
|
| 13 |
+
from sympy.utilities.iterables import iterable
|
| 14 |
+
|
| 15 |
+
__all__ = ['KanesMethod']
|
| 16 |
+
|
| 17 |
+
|
| 18 |
+
class KanesMethod(_Methods):
|
| 19 |
+
r"""Kane's method object.
|
| 20 |
+
|
| 21 |
+
Explanation
|
| 22 |
+
===========
|
| 23 |
+
|
| 24 |
+
This object is used to do the "book-keeping" as you go through and form
|
| 25 |
+
equations of motion in the way Kane presents in:
|
| 26 |
+
Kane, T., Levinson, D. Dynamics Theory and Applications. 1985 McGraw-Hill
|
| 27 |
+
|
| 28 |
+
The attributes are for equations in the form [M] udot = forcing.
|
| 29 |
+
|
| 30 |
+
Attributes
|
| 31 |
+
==========
|
| 32 |
+
|
| 33 |
+
q, u : Matrix
|
| 34 |
+
Matrices of the generalized coordinates and speeds
|
| 35 |
+
bodies : iterable
|
| 36 |
+
Iterable of Particle and RigidBody objects in the system.
|
| 37 |
+
loads : iterable
|
| 38 |
+
Iterable of (Point, vector) or (ReferenceFrame, vector) tuples
|
| 39 |
+
describing the forces on the system.
|
| 40 |
+
auxiliary_eqs : Matrix
|
| 41 |
+
If applicable, the set of auxiliary Kane's
|
| 42 |
+
equations used to solve for non-contributing
|
| 43 |
+
forces.
|
| 44 |
+
mass_matrix : Matrix
|
| 45 |
+
The system's dynamics mass matrix: [k_d; k_dnh]
|
| 46 |
+
forcing : Matrix
|
| 47 |
+
The system's dynamics forcing vector: -[f_d; f_dnh]
|
| 48 |
+
mass_matrix_kin : Matrix
|
| 49 |
+
The "mass matrix" for kinematic differential equations: k_kqdot
|
| 50 |
+
forcing_kin : Matrix
|
| 51 |
+
The forcing vector for kinematic differential equations: -(k_ku*u + f_k)
|
| 52 |
+
mass_matrix_full : Matrix
|
| 53 |
+
The "mass matrix" for the u's and q's with dynamics and kinematics
|
| 54 |
+
forcing_full : Matrix
|
| 55 |
+
The "forcing vector" for the u's and q's with dynamics and kinematics
|
| 56 |
+
|
| 57 |
+
Parameters
|
| 58 |
+
==========
|
| 59 |
+
|
| 60 |
+
frame : ReferenceFrame
|
| 61 |
+
The inertial reference frame for the system.
|
| 62 |
+
q_ind : iterable of dynamicsymbols
|
| 63 |
+
Independent generalized coordinates.
|
| 64 |
+
u_ind : iterable of dynamicsymbols
|
| 65 |
+
Independent generalized speeds.
|
| 66 |
+
kd_eqs : iterable of Expr, optional
|
| 67 |
+
Kinematic differential equations, which linearly relate the generalized
|
| 68 |
+
speeds to the time-derivatives of the generalized coordinates.
|
| 69 |
+
q_dependent : iterable of dynamicsymbols, optional
|
| 70 |
+
Dependent generalized coordinates.
|
| 71 |
+
configuration_constraints : iterable of Expr, optional
|
| 72 |
+
Constraints on the system's configuration, i.e. holonomic constraints.
|
| 73 |
+
u_dependent : iterable of dynamicsymbols, optional
|
| 74 |
+
Dependent generalized speeds.
|
| 75 |
+
velocity_constraints : iterable of Expr, optional
|
| 76 |
+
Constraints on the system's velocity, i.e. the combination of the
|
| 77 |
+
nonholonomic constraints and the time-derivative of the holonomic
|
| 78 |
+
constraints.
|
| 79 |
+
acceleration_constraints : iterable of Expr, optional
|
| 80 |
+
Constraints on the system's acceleration, by default these are the
|
| 81 |
+
time-derivative of the velocity constraints.
|
| 82 |
+
u_auxiliary : iterable of dynamicsymbols, optional
|
| 83 |
+
Auxiliary generalized speeds.
|
| 84 |
+
bodies : iterable of Particle and/or RigidBody, optional
|
| 85 |
+
The particles and rigid bodies in the system.
|
| 86 |
+
forcelist : iterable of tuple[Point | ReferenceFrame, Vector], optional
|
| 87 |
+
Forces and torques applied on the system.
|
| 88 |
+
explicit_kinematics : bool
|
| 89 |
+
Boolean whether the mass matrices and forcing vectors should use the
|
| 90 |
+
explicit form (default) or implicit form for kinematics.
|
| 91 |
+
See the notes for more details.
|
| 92 |
+
kd_eqs_solver : str, callable
|
| 93 |
+
Method used to solve the kinematic differential equations. If a string
|
| 94 |
+
is supplied, it should be a valid method that can be used with the
|
| 95 |
+
:meth:`sympy.matrices.matrixbase.MatrixBase.solve`. If a callable is
|
| 96 |
+
supplied, it should have the format ``f(A, rhs)``, where it solves the
|
| 97 |
+
equations and returns the solution. The default utilizes LU solve. See
|
| 98 |
+
the notes for more information.
|
| 99 |
+
constraint_solver : str, callable
|
| 100 |
+
Method used to solve the velocity constraints. If a string is
|
| 101 |
+
supplied, it should be a valid method that can be used with the
|
| 102 |
+
:meth:`sympy.matrices.matrixbase.MatrixBase.solve`. If a callable is
|
| 103 |
+
supplied, it should have the format ``f(A, rhs)``, where it solves the
|
| 104 |
+
equations and returns the solution. The default utilizes LU solve. See
|
| 105 |
+
the notes for more information.
|
| 106 |
+
|
| 107 |
+
Notes
|
| 108 |
+
=====
|
| 109 |
+
|
| 110 |
+
The mass matrices and forcing vectors related to kinematic equations
|
| 111 |
+
are given in the explicit form by default. In other words, the kinematic
|
| 112 |
+
mass matrix is $\mathbf{k_{k\dot{q}}} = \mathbf{I}$.
|
| 113 |
+
In order to get the implicit form of those matrices/vectors, you can set the
|
| 114 |
+
``explicit_kinematics`` attribute to ``False``. So $\mathbf{k_{k\dot{q}}}$
|
| 115 |
+
is not necessarily an identity matrix. This can provide more compact
|
| 116 |
+
equations for non-simple kinematics.
|
| 117 |
+
|
| 118 |
+
Two linear solvers can be supplied to ``KanesMethod``: one for solving the
|
| 119 |
+
kinematic differential equations and one to solve the velocity constraints.
|
| 120 |
+
Both of these sets of equations can be expressed as a linear system ``Ax = rhs``,
|
| 121 |
+
which have to be solved in order to obtain the equations of motion.
|
| 122 |
+
|
| 123 |
+
The default solver ``'LU'``, which stands for LU solve, results relatively low
|
| 124 |
+
number of operations. The weakness of this method is that it can result in zero
|
| 125 |
+
division errors.
|
| 126 |
+
|
| 127 |
+
If zero divisions are encountered, a possible solver which may solve the problem
|
| 128 |
+
is ``"CRAMER"``. This method uses Cramer's rule to solve the system. This method
|
| 129 |
+
is slower and results in more operations than the default solver. However it only
|
| 130 |
+
uses a single division by default per entry of the solution.
|
| 131 |
+
|
| 132 |
+
While a valid list of solvers can be found at
|
| 133 |
+
:meth:`sympy.matrices.matrixbase.MatrixBase.solve`, it is also possible to supply a
|
| 134 |
+
`callable`. This way it is possible to use a different solver routine. If the
|
| 135 |
+
kinematic differential equations are not too complex it can be worth it to simplify
|
| 136 |
+
the solution by using ``lambda A, b: simplify(Matrix.LUsolve(A, b))``. Another
|
| 137 |
+
option solver one may use is :func:`sympy.solvers.solveset.linsolve`. This can be
|
| 138 |
+
done using `lambda A, b: tuple(linsolve((A, b)))[0]`, where we select the first
|
| 139 |
+
solution as our system should have only one unique solution.
|
| 140 |
+
|
| 141 |
+
Examples
|
| 142 |
+
========
|
| 143 |
+
|
| 144 |
+
This is a simple example for a one degree of freedom translational
|
| 145 |
+
spring-mass-damper.
|
| 146 |
+
|
| 147 |
+
In this example, we first need to do the kinematics.
|
| 148 |
+
This involves creating generalized speeds and coordinates and their
|
| 149 |
+
derivatives.
|
| 150 |
+
Then we create a point and set its velocity in a frame.
|
| 151 |
+
|
| 152 |
+
>>> from sympy import symbols
|
| 153 |
+
>>> from sympy.physics.mechanics import dynamicsymbols, ReferenceFrame
|
| 154 |
+
>>> from sympy.physics.mechanics import Point, Particle, KanesMethod
|
| 155 |
+
>>> q, u = dynamicsymbols('q u')
|
| 156 |
+
>>> qd, ud = dynamicsymbols('q u', 1)
|
| 157 |
+
>>> m, c, k = symbols('m c k')
|
| 158 |
+
>>> N = ReferenceFrame('N')
|
| 159 |
+
>>> P = Point('P')
|
| 160 |
+
>>> P.set_vel(N, u * N.x)
|
| 161 |
+
|
| 162 |
+
Next we need to arrange/store information in the way that KanesMethod
|
| 163 |
+
requires. The kinematic differential equations should be an iterable of
|
| 164 |
+
expressions. A list of forces/torques must be constructed, where each entry
|
| 165 |
+
in the list is a (Point, Vector) or (ReferenceFrame, Vector) tuple, where
|
| 166 |
+
the Vectors represent the Force or Torque.
|
| 167 |
+
Next a particle needs to be created, and it needs to have a point and mass
|
| 168 |
+
assigned to it.
|
| 169 |
+
Finally, a list of all bodies and particles needs to be created.
|
| 170 |
+
|
| 171 |
+
>>> kd = [qd - u]
|
| 172 |
+
>>> FL = [(P, (-k * q - c * u) * N.x)]
|
| 173 |
+
>>> pa = Particle('pa', P, m)
|
| 174 |
+
>>> BL = [pa]
|
| 175 |
+
|
| 176 |
+
Finally we can generate the equations of motion.
|
| 177 |
+
First we create the KanesMethod object and supply an inertial frame,
|
| 178 |
+
coordinates, generalized speeds, and the kinematic differential equations.
|
| 179 |
+
Additional quantities such as configuration and motion constraints,
|
| 180 |
+
dependent coordinates and speeds, and auxiliary speeds are also supplied
|
| 181 |
+
here (see the online documentation).
|
| 182 |
+
Next we form FR* and FR to complete: Fr + Fr* = 0.
|
| 183 |
+
We have the equations of motion at this point.
|
| 184 |
+
It makes sense to rearrange them though, so we calculate the mass matrix and
|
| 185 |
+
the forcing terms, for E.o.M. in the form: [MM] udot = forcing, where MM is
|
| 186 |
+
the mass matrix, udot is a vector of the time derivatives of the
|
| 187 |
+
generalized speeds, and forcing is a vector representing "forcing" terms.
|
| 188 |
+
|
| 189 |
+
>>> KM = KanesMethod(N, q_ind=[q], u_ind=[u], kd_eqs=kd)
|
| 190 |
+
>>> (fr, frstar) = KM.kanes_equations(BL, FL)
|
| 191 |
+
>>> MM = KM.mass_matrix
|
| 192 |
+
>>> forcing = KM.forcing
|
| 193 |
+
>>> rhs = MM.inv() * forcing
|
| 194 |
+
>>> rhs
|
| 195 |
+
Matrix([[(-c*u(t) - k*q(t))/m]])
|
| 196 |
+
>>> KM.linearize(A_and_B=True)[0]
|
| 197 |
+
Matrix([
|
| 198 |
+
[ 0, 1],
|
| 199 |
+
[-k/m, -c/m]])
|
| 200 |
+
|
| 201 |
+
Please look at the documentation pages for more information on how to
|
| 202 |
+
perform linearization and how to deal with dependent coordinates & speeds,
|
| 203 |
+
and how do deal with bringing non-contributing forces into evidence.
|
| 204 |
+
|
| 205 |
+
"""
|
| 206 |
+
|
| 207 |
+
def __init__(self, frame, q_ind, u_ind, kd_eqs=None, q_dependent=None,
|
| 208 |
+
configuration_constraints=None, u_dependent=None,
|
| 209 |
+
velocity_constraints=None, acceleration_constraints=None,
|
| 210 |
+
u_auxiliary=None, bodies=None, forcelist=None,
|
| 211 |
+
explicit_kinematics=True, kd_eqs_solver='LU',
|
| 212 |
+
constraint_solver='LU'):
|
| 213 |
+
|
| 214 |
+
"""Please read the online documentation. """
|
| 215 |
+
if not q_ind:
|
| 216 |
+
q_ind = [dynamicsymbols('dummy_q')]
|
| 217 |
+
kd_eqs = [dynamicsymbols('dummy_kd')]
|
| 218 |
+
|
| 219 |
+
if not isinstance(frame, ReferenceFrame):
|
| 220 |
+
raise TypeError('An inertial ReferenceFrame must be supplied')
|
| 221 |
+
self._inertial = frame
|
| 222 |
+
|
| 223 |
+
self._fr = None
|
| 224 |
+
self._frstar = None
|
| 225 |
+
|
| 226 |
+
self._forcelist = forcelist
|
| 227 |
+
self._bodylist = bodies
|
| 228 |
+
|
| 229 |
+
self.explicit_kinematics = explicit_kinematics
|
| 230 |
+
self._constraint_solver = constraint_solver
|
| 231 |
+
self._initialize_vectors(q_ind, q_dependent, u_ind, u_dependent,
|
| 232 |
+
u_auxiliary)
|
| 233 |
+
_validate_coordinates(self.q, self.u)
|
| 234 |
+
self._initialize_kindiffeq_matrices(kd_eqs, kd_eqs_solver)
|
| 235 |
+
self._initialize_constraint_matrices(
|
| 236 |
+
configuration_constraints, velocity_constraints,
|
| 237 |
+
acceleration_constraints, constraint_solver)
|
| 238 |
+
|
| 239 |
+
def _initialize_vectors(self, q_ind, q_dep, u_ind, u_dep, u_aux):
|
| 240 |
+
"""Initialize the coordinate and speed vectors."""
|
| 241 |
+
|
| 242 |
+
none_handler = lambda x: Matrix(x) if x else Matrix()
|
| 243 |
+
|
| 244 |
+
# Initialize generalized coordinates
|
| 245 |
+
q_dep = none_handler(q_dep)
|
| 246 |
+
if not iterable(q_ind):
|
| 247 |
+
raise TypeError('Generalized coordinates must be an iterable.')
|
| 248 |
+
if not iterable(q_dep):
|
| 249 |
+
raise TypeError('Dependent coordinates must be an iterable.')
|
| 250 |
+
q_ind = Matrix(q_ind)
|
| 251 |
+
self._qdep = q_dep
|
| 252 |
+
self._q = Matrix([q_ind, q_dep])
|
| 253 |
+
self._qdot = self.q.diff(dynamicsymbols._t)
|
| 254 |
+
|
| 255 |
+
# Initialize generalized speeds
|
| 256 |
+
u_dep = none_handler(u_dep)
|
| 257 |
+
if not iterable(u_ind):
|
| 258 |
+
raise TypeError('Generalized speeds must be an iterable.')
|
| 259 |
+
if not iterable(u_dep):
|
| 260 |
+
raise TypeError('Dependent speeds must be an iterable.')
|
| 261 |
+
u_ind = Matrix(u_ind)
|
| 262 |
+
self._udep = u_dep
|
| 263 |
+
self._u = Matrix([u_ind, u_dep])
|
| 264 |
+
self._udot = self.u.diff(dynamicsymbols._t)
|
| 265 |
+
self._uaux = none_handler(u_aux)
|
| 266 |
+
|
| 267 |
+
def _initialize_constraint_matrices(self, config, vel, acc, linear_solver='LU'):
|
| 268 |
+
"""Initializes constraint matrices."""
|
| 269 |
+
linear_solver = _parse_linear_solver(linear_solver)
|
| 270 |
+
# Define vector dimensions
|
| 271 |
+
o = len(self.u)
|
| 272 |
+
m = len(self._udep)
|
| 273 |
+
p = o - m
|
| 274 |
+
none_handler = lambda x: Matrix(x) if x else Matrix()
|
| 275 |
+
|
| 276 |
+
# Initialize configuration constraints
|
| 277 |
+
config = none_handler(config)
|
| 278 |
+
if len(self._qdep) != len(config):
|
| 279 |
+
raise ValueError('There must be an equal number of dependent '
|
| 280 |
+
'coordinates and configuration constraints.')
|
| 281 |
+
self._f_h = none_handler(config)
|
| 282 |
+
|
| 283 |
+
# Initialize velocity and acceleration constraints
|
| 284 |
+
vel = none_handler(vel)
|
| 285 |
+
acc = none_handler(acc)
|
| 286 |
+
if len(vel) != m:
|
| 287 |
+
raise ValueError('There must be an equal number of dependent '
|
| 288 |
+
'speeds and velocity constraints.')
|
| 289 |
+
if acc and (len(acc) != m):
|
| 290 |
+
raise ValueError('There must be an equal number of dependent '
|
| 291 |
+
'speeds and acceleration constraints.')
|
| 292 |
+
if vel:
|
| 293 |
+
u_zero = dict.fromkeys(self.u, 0)
|
| 294 |
+
udot_zero = dict.fromkeys(self._udot, 0)
|
| 295 |
+
|
| 296 |
+
# When calling kanes_equations, another class instance will be
|
| 297 |
+
# created if auxiliary u's are present. In this case, the
|
| 298 |
+
# computation of kinetic differential equation matrices will be
|
| 299 |
+
# skipped as this was computed during the original KanesMethod
|
| 300 |
+
# object, and the qd_u_map will not be available.
|
| 301 |
+
if self._qdot_u_map is not None:
|
| 302 |
+
vel = msubs(vel, self._qdot_u_map)
|
| 303 |
+
|
| 304 |
+
self._f_nh = msubs(vel, u_zero)
|
| 305 |
+
self._k_nh = (vel - self._f_nh).jacobian(self.u)
|
| 306 |
+
# If no acceleration constraints given, calculate them.
|
| 307 |
+
if not acc:
|
| 308 |
+
_f_dnh = (self._k_nh.diff(dynamicsymbols._t) * self.u +
|
| 309 |
+
self._f_nh.diff(dynamicsymbols._t))
|
| 310 |
+
if self._qdot_u_map is not None:
|
| 311 |
+
_f_dnh = msubs(_f_dnh, self._qdot_u_map)
|
| 312 |
+
self._f_dnh = _f_dnh
|
| 313 |
+
self._k_dnh = self._k_nh
|
| 314 |
+
else:
|
| 315 |
+
if self._qdot_u_map is not None:
|
| 316 |
+
acc = msubs(acc, self._qdot_u_map)
|
| 317 |
+
self._f_dnh = msubs(acc, udot_zero)
|
| 318 |
+
self._k_dnh = (acc - self._f_dnh).jacobian(self._udot)
|
| 319 |
+
|
| 320 |
+
# Form of non-holonomic constraints is B*u + C = 0.
|
| 321 |
+
# We partition B into independent and dependent columns:
|
| 322 |
+
# Ars is then -B_dep.inv() * B_ind, and it relates dependent speeds
|
| 323 |
+
# to independent speeds as: udep = Ars*uind, neglecting the C term.
|
| 324 |
+
B_ind = self._k_nh[:, :p]
|
| 325 |
+
B_dep = self._k_nh[:, p:o]
|
| 326 |
+
self._Ars = -linear_solver(B_dep, B_ind)
|
| 327 |
+
else:
|
| 328 |
+
self._f_nh = Matrix()
|
| 329 |
+
self._k_nh = Matrix()
|
| 330 |
+
self._f_dnh = Matrix()
|
| 331 |
+
self._k_dnh = Matrix()
|
| 332 |
+
self._Ars = Matrix()
|
| 333 |
+
|
| 334 |
+
def _initialize_kindiffeq_matrices(self, kdeqs, linear_solver='LU'):
|
| 335 |
+
"""Initialize the kinematic differential equation matrices.
|
| 336 |
+
|
| 337 |
+
Parameters
|
| 338 |
+
==========
|
| 339 |
+
kdeqs : sequence of sympy expressions
|
| 340 |
+
Kinematic differential equations in the form of f(u,q',q,t) where
|
| 341 |
+
f() = 0. The equations have to be linear in the generalized
|
| 342 |
+
coordinates and generalized speeds.
|
| 343 |
+
|
| 344 |
+
"""
|
| 345 |
+
linear_solver = _parse_linear_solver(linear_solver)
|
| 346 |
+
if kdeqs:
|
| 347 |
+
if len(self.q) != len(kdeqs):
|
| 348 |
+
raise ValueError('There must be an equal number of kinematic '
|
| 349 |
+
'differential equations and coordinates.')
|
| 350 |
+
|
| 351 |
+
u = self.u
|
| 352 |
+
qdot = self._qdot
|
| 353 |
+
|
| 354 |
+
kdeqs = Matrix(kdeqs)
|
| 355 |
+
|
| 356 |
+
u_zero = dict.fromkeys(u, 0)
|
| 357 |
+
uaux_zero = dict.fromkeys(self._uaux, 0)
|
| 358 |
+
qdot_zero = dict.fromkeys(qdot, 0)
|
| 359 |
+
|
| 360 |
+
# Extract the linear coefficient matrices as per the following
|
| 361 |
+
# equation:
|
| 362 |
+
#
|
| 363 |
+
# k_ku(q,t)*u(t) + k_kqdot(q,t)*q'(t) + f_k(q,t) = 0
|
| 364 |
+
#
|
| 365 |
+
k_ku = kdeqs.jacobian(u)
|
| 366 |
+
k_kqdot = kdeqs.jacobian(qdot)
|
| 367 |
+
f_k = kdeqs.xreplace(u_zero).xreplace(qdot_zero)
|
| 368 |
+
|
| 369 |
+
# The kinematic differential equations should be linear in both q'
|
| 370 |
+
# and u, so check for u and q' in the components.
|
| 371 |
+
dy_syms = find_dynamicsymbols(k_ku.row_join(k_kqdot).row_join(f_k))
|
| 372 |
+
nonlin_vars = [vari for vari in u[:] + qdot[:] if vari in dy_syms]
|
| 373 |
+
if nonlin_vars:
|
| 374 |
+
msg = ('The provided kinematic differential equations are '
|
| 375 |
+
'nonlinear in {}. They must be linear in the '
|
| 376 |
+
'generalized speeds and derivatives of the generalized '
|
| 377 |
+
'coordinates.')
|
| 378 |
+
raise ValueError(msg.format(nonlin_vars))
|
| 379 |
+
|
| 380 |
+
self._f_k_implicit = f_k.xreplace(uaux_zero)
|
| 381 |
+
self._k_ku_implicit = k_ku.xreplace(uaux_zero)
|
| 382 |
+
self._k_kqdot_implicit = k_kqdot
|
| 383 |
+
|
| 384 |
+
# Solve for q'(t) such that the coefficient matrices are now in
|
| 385 |
+
# this form:
|
| 386 |
+
#
|
| 387 |
+
# k_kqdot^-1*k_ku*u(t) + I*q'(t) + k_kqdot^-1*f_k = 0
|
| 388 |
+
#
|
| 389 |
+
# NOTE : Solving the kinematic differential equations here is not
|
| 390 |
+
# necessary and prevents the equations from being provided in fully
|
| 391 |
+
# implicit form.
|
| 392 |
+
f_k_explicit = linear_solver(k_kqdot, f_k)
|
| 393 |
+
k_ku_explicit = linear_solver(k_kqdot, k_ku)
|
| 394 |
+
self._qdot_u_map = dict(zip(qdot, -(k_ku_explicit*u + f_k_explicit)))
|
| 395 |
+
|
| 396 |
+
self._f_k = f_k_explicit.xreplace(uaux_zero)
|
| 397 |
+
self._k_ku = k_ku_explicit.xreplace(uaux_zero)
|
| 398 |
+
self._k_kqdot = eye(len(qdot))
|
| 399 |
+
|
| 400 |
+
else:
|
| 401 |
+
self._qdot_u_map = None
|
| 402 |
+
self._f_k_implicit = self._f_k = Matrix()
|
| 403 |
+
self._k_ku_implicit = self._k_ku = Matrix()
|
| 404 |
+
self._k_kqdot_implicit = self._k_kqdot = Matrix()
|
| 405 |
+
|
| 406 |
+
def _form_fr(self, fl):
|
| 407 |
+
"""Form the generalized active force."""
|
| 408 |
+
if fl is not None and (len(fl) == 0 or not iterable(fl)):
|
| 409 |
+
raise ValueError('Force pairs must be supplied in an '
|
| 410 |
+
'non-empty iterable or None.')
|
| 411 |
+
|
| 412 |
+
N = self._inertial
|
| 413 |
+
# pull out relevant velocities for constructing partial velocities
|
| 414 |
+
vel_list, f_list = _f_list_parser(fl, N)
|
| 415 |
+
vel_list = [msubs(i, self._qdot_u_map) for i in vel_list]
|
| 416 |
+
f_list = [msubs(i, self._qdot_u_map) for i in f_list]
|
| 417 |
+
|
| 418 |
+
# Fill Fr with dot product of partial velocities and forces
|
| 419 |
+
o = len(self.u)
|
| 420 |
+
b = len(f_list)
|
| 421 |
+
FR = zeros(o, 1)
|
| 422 |
+
partials = partial_velocity(vel_list, self.u, N)
|
| 423 |
+
for i in range(o):
|
| 424 |
+
FR[i] = sum(partials[j][i].dot(f_list[j]) for j in range(b))
|
| 425 |
+
|
| 426 |
+
# In case there are dependent speeds
|
| 427 |
+
if self._udep:
|
| 428 |
+
p = o - len(self._udep)
|
| 429 |
+
FRtilde = FR[:p, 0]
|
| 430 |
+
FRold = FR[p:o, 0]
|
| 431 |
+
FRtilde += self._Ars.T * FRold
|
| 432 |
+
FR = FRtilde
|
| 433 |
+
|
| 434 |
+
self._forcelist = fl
|
| 435 |
+
self._fr = FR
|
| 436 |
+
return FR
|
| 437 |
+
|
| 438 |
+
def _form_frstar(self, bl):
|
| 439 |
+
"""Form the generalized inertia force."""
|
| 440 |
+
|
| 441 |
+
if not iterable(bl):
|
| 442 |
+
raise TypeError('Bodies must be supplied in an iterable.')
|
| 443 |
+
|
| 444 |
+
t = dynamicsymbols._t
|
| 445 |
+
N = self._inertial
|
| 446 |
+
# Dicts setting things to zero
|
| 447 |
+
udot_zero = dict.fromkeys(self._udot, 0)
|
| 448 |
+
uaux_zero = dict.fromkeys(self._uaux, 0)
|
| 449 |
+
uauxdot = [diff(i, t) for i in self._uaux]
|
| 450 |
+
uauxdot_zero = dict.fromkeys(uauxdot, 0)
|
| 451 |
+
# Dictionary of q' and q'' to u and u'
|
| 452 |
+
q_ddot_u_map = {k.diff(t): v.diff(t).xreplace(
|
| 453 |
+
self._qdot_u_map) for (k, v) in self._qdot_u_map.items()}
|
| 454 |
+
q_ddot_u_map.update(self._qdot_u_map)
|
| 455 |
+
|
| 456 |
+
# Fill up the list of partials: format is a list with num elements
|
| 457 |
+
# equal to number of entries in body list. Each of these elements is a
|
| 458 |
+
# list - either of length 1 for the translational components of
|
| 459 |
+
# particles or of length 2 for the translational and rotational
|
| 460 |
+
# components of rigid bodies. The inner most list is the list of
|
| 461 |
+
# partial velocities.
|
| 462 |
+
def get_partial_velocity(body):
|
| 463 |
+
if isinstance(body, RigidBody):
|
| 464 |
+
vlist = [body.masscenter.vel(N), body.frame.ang_vel_in(N)]
|
| 465 |
+
elif isinstance(body, Particle):
|
| 466 |
+
vlist = [body.point.vel(N),]
|
| 467 |
+
else:
|
| 468 |
+
raise TypeError('The body list may only contain either '
|
| 469 |
+
'RigidBody or Particle as list elements.')
|
| 470 |
+
v = [msubs(vel, self._qdot_u_map) for vel in vlist]
|
| 471 |
+
return partial_velocity(v, self.u, N)
|
| 472 |
+
partials = [get_partial_velocity(body) for body in bl]
|
| 473 |
+
|
| 474 |
+
# Compute fr_star in two components:
|
| 475 |
+
# fr_star = -(MM*u' + nonMM)
|
| 476 |
+
o = len(self.u)
|
| 477 |
+
MM = zeros(o, o)
|
| 478 |
+
nonMM = zeros(o, 1)
|
| 479 |
+
zero_uaux = lambda expr: msubs(expr, uaux_zero)
|
| 480 |
+
zero_udot_uaux = lambda expr: msubs(msubs(expr, udot_zero), uaux_zero)
|
| 481 |
+
for i, body in enumerate(bl):
|
| 482 |
+
if isinstance(body, RigidBody):
|
| 483 |
+
M = zero_uaux(body.mass)
|
| 484 |
+
I = zero_uaux(body.central_inertia)
|
| 485 |
+
vel = zero_uaux(body.masscenter.vel(N))
|
| 486 |
+
omega = zero_uaux(body.frame.ang_vel_in(N))
|
| 487 |
+
acc = zero_udot_uaux(body.masscenter.acc(N))
|
| 488 |
+
inertial_force = (M.diff(t) * vel + M * acc)
|
| 489 |
+
inertial_torque = zero_uaux((I.dt(body.frame).dot(omega)) +
|
| 490 |
+
msubs(I.dot(body.frame.ang_acc_in(N)), udot_zero) +
|
| 491 |
+
(omega.cross(I.dot(omega))))
|
| 492 |
+
for j in range(o):
|
| 493 |
+
tmp_vel = zero_uaux(partials[i][0][j])
|
| 494 |
+
tmp_ang = zero_uaux(I.dot(partials[i][1][j]))
|
| 495 |
+
for k in range(o):
|
| 496 |
+
# translational
|
| 497 |
+
MM[j, k] += M*tmp_vel.dot(partials[i][0][k])
|
| 498 |
+
# rotational
|
| 499 |
+
MM[j, k] += tmp_ang.dot(partials[i][1][k])
|
| 500 |
+
nonMM[j] += inertial_force.dot(partials[i][0][j])
|
| 501 |
+
nonMM[j] += inertial_torque.dot(partials[i][1][j])
|
| 502 |
+
else:
|
| 503 |
+
M = zero_uaux(body.mass)
|
| 504 |
+
vel = zero_uaux(body.point.vel(N))
|
| 505 |
+
acc = zero_udot_uaux(body.point.acc(N))
|
| 506 |
+
inertial_force = (M.diff(t) * vel + M * acc)
|
| 507 |
+
for j in range(o):
|
| 508 |
+
temp = zero_uaux(partials[i][0][j])
|
| 509 |
+
for k in range(o):
|
| 510 |
+
MM[j, k] += M*temp.dot(partials[i][0][k])
|
| 511 |
+
nonMM[j] += inertial_force.dot(partials[i][0][j])
|
| 512 |
+
# Compose fr_star out of MM and nonMM
|
| 513 |
+
MM = zero_uaux(msubs(MM, q_ddot_u_map))
|
| 514 |
+
nonMM = msubs(msubs(nonMM, q_ddot_u_map),
|
| 515 |
+
udot_zero, uauxdot_zero, uaux_zero)
|
| 516 |
+
fr_star = -(MM * msubs(Matrix(self._udot), uauxdot_zero) + nonMM)
|
| 517 |
+
|
| 518 |
+
# If there are dependent speeds, we need to find fr_star_tilde
|
| 519 |
+
if self._udep:
|
| 520 |
+
p = o - len(self._udep)
|
| 521 |
+
fr_star_ind = fr_star[:p, 0]
|
| 522 |
+
fr_star_dep = fr_star[p:o, 0]
|
| 523 |
+
fr_star = fr_star_ind + (self._Ars.T * fr_star_dep)
|
| 524 |
+
# Apply the same to MM
|
| 525 |
+
MMi = MM[:p, :]
|
| 526 |
+
MMd = MM[p:o, :]
|
| 527 |
+
MM = MMi + (self._Ars.T * MMd)
|
| 528 |
+
# Apply the same to nonMM
|
| 529 |
+
nonMM = nonMM[:p, :] + (self._Ars.T * nonMM[p:o, :])
|
| 530 |
+
|
| 531 |
+
self._bodylist = bl
|
| 532 |
+
self._frstar = fr_star
|
| 533 |
+
self._k_d = MM
|
| 534 |
+
self._f_d = -(self._fr - nonMM)
|
| 535 |
+
return fr_star
|
| 536 |
+
|
| 537 |
+
def to_linearizer(self, linear_solver='LU'):
|
| 538 |
+
"""Returns an instance of the Linearizer class, initiated from the
|
| 539 |
+
data in the KanesMethod class. This may be more desirable than using
|
| 540 |
+
the linearize class method, as the Linearizer object will allow more
|
| 541 |
+
efficient recalculation (i.e. about varying operating points).
|
| 542 |
+
|
| 543 |
+
Parameters
|
| 544 |
+
==========
|
| 545 |
+
linear_solver : str, callable
|
| 546 |
+
Method used to solve the several symbolic linear systems of the
|
| 547 |
+
form ``A*x=b`` in the linearization process. If a string is
|
| 548 |
+
supplied, it should be a valid method that can be used with the
|
| 549 |
+
:meth:`sympy.matrices.matrixbase.MatrixBase.solve`. If a callable is
|
| 550 |
+
supplied, it should have the format ``x = f(A, b)``, where it
|
| 551 |
+
solves the equations and returns the solution. The default is
|
| 552 |
+
``'LU'`` which corresponds to SymPy's ``A.LUsolve(b)``.
|
| 553 |
+
``LUsolve()`` is fast to compute but will often result in
|
| 554 |
+
divide-by-zero and thus ``nan`` results.
|
| 555 |
+
|
| 556 |
+
Returns
|
| 557 |
+
=======
|
| 558 |
+
Linearizer
|
| 559 |
+
An instantiated
|
| 560 |
+
:class:`sympy.physics.mechanics.linearize.Linearizer`.
|
| 561 |
+
|
| 562 |
+
"""
|
| 563 |
+
|
| 564 |
+
if (self._fr is None) or (self._frstar is None):
|
| 565 |
+
raise ValueError('Need to compute Fr, Fr* first.')
|
| 566 |
+
|
| 567 |
+
# Get required equation components. The Kane's method class breaks
|
| 568 |
+
# these into pieces. Need to reassemble
|
| 569 |
+
f_c = self._f_h
|
| 570 |
+
if self._f_nh and self._k_nh:
|
| 571 |
+
f_v = self._f_nh + self._k_nh*Matrix(self.u)
|
| 572 |
+
else:
|
| 573 |
+
f_v = Matrix()
|
| 574 |
+
if self._f_dnh and self._k_dnh:
|
| 575 |
+
f_a = self._f_dnh + self._k_dnh*Matrix(self._udot)
|
| 576 |
+
else:
|
| 577 |
+
f_a = Matrix()
|
| 578 |
+
# Dicts to sub to zero, for splitting up expressions
|
| 579 |
+
u_zero = dict.fromkeys(self.u, 0)
|
| 580 |
+
ud_zero = dict.fromkeys(self._udot, 0)
|
| 581 |
+
qd_zero = dict.fromkeys(self._qdot, 0)
|
| 582 |
+
qd_u_zero = dict.fromkeys(Matrix([self._qdot, self.u]), 0)
|
| 583 |
+
# Break the kinematic differential eqs apart into f_0 and f_1
|
| 584 |
+
f_0 = msubs(self._f_k, u_zero) + self._k_kqdot*Matrix(self._qdot)
|
| 585 |
+
f_1 = msubs(self._f_k, qd_zero) + self._k_ku*Matrix(self.u)
|
| 586 |
+
# Break the dynamic differential eqs into f_2 and f_3
|
| 587 |
+
f_2 = msubs(self._frstar, qd_u_zero)
|
| 588 |
+
f_3 = msubs(self._frstar, ud_zero) + self._fr
|
| 589 |
+
f_4 = zeros(len(f_2), 1)
|
| 590 |
+
|
| 591 |
+
# Get the required vector components
|
| 592 |
+
q = self.q
|
| 593 |
+
u = self.u
|
| 594 |
+
if self._qdep:
|
| 595 |
+
q_i = q[:-len(self._qdep)]
|
| 596 |
+
else:
|
| 597 |
+
q_i = q
|
| 598 |
+
q_d = self._qdep
|
| 599 |
+
if self._udep:
|
| 600 |
+
u_i = u[:-len(self._udep)]
|
| 601 |
+
else:
|
| 602 |
+
u_i = u
|
| 603 |
+
u_d = self._udep
|
| 604 |
+
|
| 605 |
+
# Form dictionary to set auxiliary speeds & their derivatives to 0.
|
| 606 |
+
uaux = self._uaux
|
| 607 |
+
uauxdot = uaux.diff(dynamicsymbols._t)
|
| 608 |
+
uaux_zero = dict.fromkeys(Matrix([uaux, uauxdot]), 0)
|
| 609 |
+
|
| 610 |
+
# Checking for dynamic symbols outside the dynamic differential
|
| 611 |
+
# equations; throws error if there is.
|
| 612 |
+
sym_list = set(Matrix([q, self._qdot, u, self._udot, uaux, uauxdot]))
|
| 613 |
+
if any(find_dynamicsymbols(i, sym_list) for i in [self._k_kqdot,
|
| 614 |
+
self._k_ku, self._f_k, self._k_dnh, self._f_dnh, self._k_d]):
|
| 615 |
+
raise ValueError('Cannot have dynamicsymbols outside dynamic \
|
| 616 |
+
forcing vector.')
|
| 617 |
+
|
| 618 |
+
# Find all other dynamic symbols, forming the forcing vector r.
|
| 619 |
+
# Sort r to make it canonical.
|
| 620 |
+
r = list(find_dynamicsymbols(msubs(self._f_d, uaux_zero), sym_list))
|
| 621 |
+
r.sort(key=default_sort_key)
|
| 622 |
+
|
| 623 |
+
# Check for any derivatives of variables in r that are also found in r.
|
| 624 |
+
for i in r:
|
| 625 |
+
if diff(i, dynamicsymbols._t) in r:
|
| 626 |
+
raise ValueError('Cannot have derivatives of specified \
|
| 627 |
+
quantities when linearizing forcing terms.')
|
| 628 |
+
return Linearizer(f_0, f_1, f_2, f_3, f_4, f_c, f_v, f_a, q, u, q_i,
|
| 629 |
+
q_d, u_i, u_d, r, linear_solver=linear_solver)
|
| 630 |
+
|
| 631 |
+
# TODO : Remove `new_method` after 1.1 has been released.
|
| 632 |
+
def linearize(self, *, new_method=None, linear_solver='LU', **kwargs):
|
| 633 |
+
""" Linearize the equations of motion about a symbolic operating point.
|
| 634 |
+
|
| 635 |
+
Parameters
|
| 636 |
+
==========
|
| 637 |
+
new_method
|
| 638 |
+
Deprecated, does nothing and will be removed.
|
| 639 |
+
linear_solver : str, callable
|
| 640 |
+
Method used to solve the several symbolic linear systems of the
|
| 641 |
+
form ``A*x=b`` in the linearization process. If a string is
|
| 642 |
+
supplied, it should be a valid method that can be used with the
|
| 643 |
+
:meth:`sympy.matrices.matrixbase.MatrixBase.solve`. If a callable is
|
| 644 |
+
supplied, it should have the format ``x = f(A, b)``, where it
|
| 645 |
+
solves the equations and returns the solution. The default is
|
| 646 |
+
``'LU'`` which corresponds to SymPy's ``A.LUsolve(b)``.
|
| 647 |
+
``LUsolve()`` is fast to compute but will often result in
|
| 648 |
+
divide-by-zero and thus ``nan`` results.
|
| 649 |
+
**kwargs
|
| 650 |
+
Extra keyword arguments are passed to
|
| 651 |
+
:meth:`sympy.physics.mechanics.linearize.Linearizer.linearize`.
|
| 652 |
+
|
| 653 |
+
Explanation
|
| 654 |
+
===========
|
| 655 |
+
|
| 656 |
+
If kwarg A_and_B is False (default), returns M, A, B, r for the
|
| 657 |
+
linearized form, M*[q', u']^T = A*[q_ind, u_ind]^T + B*r.
|
| 658 |
+
|
| 659 |
+
If kwarg A_and_B is True, returns A, B, r for the linearized form
|
| 660 |
+
dx = A*x + B*r, where x = [q_ind, u_ind]^T. Note that this is
|
| 661 |
+
computationally intensive if there are many symbolic parameters. For
|
| 662 |
+
this reason, it may be more desirable to use the default A_and_B=False,
|
| 663 |
+
returning M, A, and B. Values may then be substituted in to these
|
| 664 |
+
matrices, and the state space form found as
|
| 665 |
+
A = P.T*M.inv()*A, B = P.T*M.inv()*B, where P = Linearizer.perm_mat.
|
| 666 |
+
|
| 667 |
+
In both cases, r is found as all dynamicsymbols in the equations of
|
| 668 |
+
motion that are not part of q, u, q', or u'. They are sorted in
|
| 669 |
+
canonical form.
|
| 670 |
+
|
| 671 |
+
The operating points may be also entered using the ``op_point`` kwarg.
|
| 672 |
+
This takes a dictionary of {symbol: value}, or a an iterable of such
|
| 673 |
+
dictionaries. The values may be numeric or symbolic. The more values
|
| 674 |
+
you can specify beforehand, the faster this computation will run.
|
| 675 |
+
|
| 676 |
+
For more documentation, please see the ``Linearizer`` class.
|
| 677 |
+
|
| 678 |
+
"""
|
| 679 |
+
|
| 680 |
+
linearizer = self.to_linearizer(linear_solver=linear_solver)
|
| 681 |
+
result = linearizer.linearize(**kwargs)
|
| 682 |
+
return result + (linearizer.r,)
|
| 683 |
+
|
| 684 |
+
def kanes_equations(self, bodies=None, loads=None):
|
| 685 |
+
""" Method to form Kane's equations, Fr + Fr* = 0.
|
| 686 |
+
|
| 687 |
+
Explanation
|
| 688 |
+
===========
|
| 689 |
+
|
| 690 |
+
Returns (Fr, Fr*). In the case where auxiliary generalized speeds are
|
| 691 |
+
present (say, s auxiliary speeds, o generalized speeds, and m motion
|
| 692 |
+
constraints) the length of the returned vectors will be o - m + s in
|
| 693 |
+
length. The first o - m equations will be the constrained Kane's
|
| 694 |
+
equations, then the s auxiliary Kane's equations. These auxiliary
|
| 695 |
+
equations can be accessed with the auxiliary_eqs property.
|
| 696 |
+
|
| 697 |
+
Parameters
|
| 698 |
+
==========
|
| 699 |
+
|
| 700 |
+
bodies : iterable
|
| 701 |
+
An iterable of all RigidBody's and Particle's in the system.
|
| 702 |
+
A system must have at least one body.
|
| 703 |
+
loads : iterable
|
| 704 |
+
Takes in an iterable of (Particle, Vector) or (ReferenceFrame, Vector)
|
| 705 |
+
tuples which represent the force at a point or torque on a frame.
|
| 706 |
+
Must be either a non-empty iterable of tuples or None which corresponds
|
| 707 |
+
to a system with no constraints.
|
| 708 |
+
"""
|
| 709 |
+
if bodies is None:
|
| 710 |
+
bodies = self.bodies
|
| 711 |
+
if loads is None and self._forcelist is not None:
|
| 712 |
+
loads = self._forcelist
|
| 713 |
+
if loads == []:
|
| 714 |
+
loads = None
|
| 715 |
+
if not self._k_kqdot:
|
| 716 |
+
raise AttributeError('Create an instance of KanesMethod with '
|
| 717 |
+
'kinematic differential equations to use this method.')
|
| 718 |
+
fr = self._form_fr(loads)
|
| 719 |
+
frstar = self._form_frstar(bodies)
|
| 720 |
+
if self._uaux:
|
| 721 |
+
if not self._udep:
|
| 722 |
+
km = KanesMethod(self._inertial, self.q, self._uaux,
|
| 723 |
+
u_auxiliary=self._uaux, constraint_solver=self._constraint_solver)
|
| 724 |
+
else:
|
| 725 |
+
km = KanesMethod(self._inertial, self.q, self._uaux,
|
| 726 |
+
u_auxiliary=self._uaux, u_dependent=self._udep,
|
| 727 |
+
velocity_constraints=(self._k_nh * self.u +
|
| 728 |
+
self._f_nh),
|
| 729 |
+
acceleration_constraints=(self._k_dnh * self._udot +
|
| 730 |
+
self._f_dnh),
|
| 731 |
+
constraint_solver=self._constraint_solver
|
| 732 |
+
)
|
| 733 |
+
km._qdot_u_map = self._qdot_u_map
|
| 734 |
+
self._km = km
|
| 735 |
+
fraux = km._form_fr(loads)
|
| 736 |
+
frstaraux = km._form_frstar(bodies)
|
| 737 |
+
self._aux_eq = fraux + frstaraux
|
| 738 |
+
self._fr = fr.col_join(fraux)
|
| 739 |
+
self._frstar = frstar.col_join(frstaraux)
|
| 740 |
+
return (self._fr, self._frstar)
|
| 741 |
+
|
| 742 |
+
def _form_eoms(self):
|
| 743 |
+
fr, frstar = self.kanes_equations(self.bodylist, self.forcelist)
|
| 744 |
+
return fr + frstar
|
| 745 |
+
|
| 746 |
+
def rhs(self, inv_method=None):
|
| 747 |
+
"""Returns the system's equations of motion in first order form. The
|
| 748 |
+
output is the right hand side of::
|
| 749 |
+
|
| 750 |
+
x' = |q'| =: f(q, u, r, p, t)
|
| 751 |
+
|u'|
|
| 752 |
+
|
| 753 |
+
The right hand side is what is needed by most numerical ODE
|
| 754 |
+
integrators.
|
| 755 |
+
|
| 756 |
+
Parameters
|
| 757 |
+
==========
|
| 758 |
+
|
| 759 |
+
inv_method : str
|
| 760 |
+
The specific sympy inverse matrix calculation method to use. For a
|
| 761 |
+
list of valid methods, see
|
| 762 |
+
:meth:`~sympy.matrices.matrixbase.MatrixBase.inv`
|
| 763 |
+
|
| 764 |
+
"""
|
| 765 |
+
rhs = zeros(len(self.q) + len(self.u), 1)
|
| 766 |
+
kdes = self.kindiffdict()
|
| 767 |
+
for i, q_i in enumerate(self.q):
|
| 768 |
+
rhs[i] = kdes[q_i.diff()]
|
| 769 |
+
|
| 770 |
+
if inv_method is None:
|
| 771 |
+
rhs[len(self.q):, 0] = self.mass_matrix.LUsolve(self.forcing)
|
| 772 |
+
else:
|
| 773 |
+
rhs[len(self.q):, 0] = (self.mass_matrix.inv(inv_method,
|
| 774 |
+
try_block_diag=True) *
|
| 775 |
+
self.forcing)
|
| 776 |
+
|
| 777 |
+
return rhs
|
| 778 |
+
|
| 779 |
+
def kindiffdict(self):
|
| 780 |
+
"""Returns a dictionary mapping q' to u."""
|
| 781 |
+
if not self._qdot_u_map:
|
| 782 |
+
raise AttributeError('Create an instance of KanesMethod with '
|
| 783 |
+
'kinematic differential equations to use this method.')
|
| 784 |
+
return self._qdot_u_map
|
| 785 |
+
|
| 786 |
+
@property
|
| 787 |
+
def auxiliary_eqs(self):
|
| 788 |
+
"""A matrix containing the auxiliary equations."""
|
| 789 |
+
if not self._fr or not self._frstar:
|
| 790 |
+
raise ValueError('Need to compute Fr, Fr* first.')
|
| 791 |
+
if not self._uaux:
|
| 792 |
+
raise ValueError('No auxiliary speeds have been declared.')
|
| 793 |
+
return self._aux_eq
|
| 794 |
+
|
| 795 |
+
@property
|
| 796 |
+
def mass_matrix_kin(self):
|
| 797 |
+
r"""The kinematic "mass matrix" $\mathbf{k_{k\dot{q}}}$ of the system."""
|
| 798 |
+
return self._k_kqdot if self.explicit_kinematics else self._k_kqdot_implicit
|
| 799 |
+
|
| 800 |
+
@property
|
| 801 |
+
def forcing_kin(self):
|
| 802 |
+
"""The kinematic "forcing vector" of the system."""
|
| 803 |
+
if self.explicit_kinematics:
|
| 804 |
+
return -(self._k_ku * Matrix(self.u) + self._f_k)
|
| 805 |
+
else:
|
| 806 |
+
return -(self._k_ku_implicit * Matrix(self.u) + self._f_k_implicit)
|
| 807 |
+
|
| 808 |
+
@property
|
| 809 |
+
def mass_matrix(self):
|
| 810 |
+
"""The mass matrix of the system."""
|
| 811 |
+
if not self._fr or not self._frstar:
|
| 812 |
+
raise ValueError('Need to compute Fr, Fr* first.')
|
| 813 |
+
return Matrix([self._k_d, self._k_dnh])
|
| 814 |
+
|
| 815 |
+
@property
|
| 816 |
+
def forcing(self):
|
| 817 |
+
"""The forcing vector of the system."""
|
| 818 |
+
if not self._fr or not self._frstar:
|
| 819 |
+
raise ValueError('Need to compute Fr, Fr* first.')
|
| 820 |
+
return -Matrix([self._f_d, self._f_dnh])
|
| 821 |
+
|
| 822 |
+
@property
|
| 823 |
+
def mass_matrix_full(self):
|
| 824 |
+
"""The mass matrix of the system, augmented by the kinematic
|
| 825 |
+
differential equations in explicit or implicit form."""
|
| 826 |
+
if not self._fr or not self._frstar:
|
| 827 |
+
raise ValueError('Need to compute Fr, Fr* first.')
|
| 828 |
+
o, n = len(self.u), len(self.q)
|
| 829 |
+
return (self.mass_matrix_kin.row_join(zeros(n, o))).col_join(
|
| 830 |
+
zeros(o, n).row_join(self.mass_matrix))
|
| 831 |
+
|
| 832 |
+
@property
|
| 833 |
+
def forcing_full(self):
|
| 834 |
+
"""The forcing vector of the system, augmented by the kinematic
|
| 835 |
+
differential equations in explicit or implicit form."""
|
| 836 |
+
return Matrix([self.forcing_kin, self.forcing])
|
| 837 |
+
|
| 838 |
+
@property
|
| 839 |
+
def q(self):
|
| 840 |
+
return self._q
|
| 841 |
+
|
| 842 |
+
@property
|
| 843 |
+
def u(self):
|
| 844 |
+
return self._u
|
| 845 |
+
|
| 846 |
+
@property
|
| 847 |
+
def bodylist(self):
|
| 848 |
+
return self._bodylist
|
| 849 |
+
|
| 850 |
+
@property
|
| 851 |
+
def forcelist(self):
|
| 852 |
+
return self._forcelist
|
| 853 |
+
|
| 854 |
+
@property
|
| 855 |
+
def bodies(self):
|
| 856 |
+
return self._bodylist
|
| 857 |
+
|
| 858 |
+
@property
|
| 859 |
+
def loads(self):
|
| 860 |
+
return self._forcelist
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/linearize.py
ADDED
|
@@ -0,0 +1,474 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
__all__ = ['Linearizer']
|
| 2 |
+
|
| 3 |
+
from sympy import Matrix, eye, zeros
|
| 4 |
+
from sympy.core.symbol import Dummy
|
| 5 |
+
from sympy.utilities.iterables import flatten
|
| 6 |
+
from sympy.physics.vector import dynamicsymbols
|
| 7 |
+
from sympy.physics.mechanics.functions import msubs, _parse_linear_solver
|
| 8 |
+
|
| 9 |
+
from collections import namedtuple
|
| 10 |
+
from collections.abc import Iterable
|
| 11 |
+
|
| 12 |
+
|
| 13 |
+
class Linearizer:
|
| 14 |
+
"""This object holds the general model form for a dynamic system. This
|
| 15 |
+
model is used for computing the linearized form of the system, while
|
| 16 |
+
properly dealing with constraints leading to dependent coordinates and
|
| 17 |
+
speeds. The notation and method is described in [1]_.
|
| 18 |
+
|
| 19 |
+
Attributes
|
| 20 |
+
==========
|
| 21 |
+
|
| 22 |
+
f_0, f_1, f_2, f_3, f_4, f_c, f_v, f_a : Matrix
|
| 23 |
+
Matrices holding the general system form.
|
| 24 |
+
q, u, r : Matrix
|
| 25 |
+
Matrices holding the generalized coordinates, speeds, and
|
| 26 |
+
input vectors.
|
| 27 |
+
q_i, u_i : Matrix
|
| 28 |
+
Matrices of the independent generalized coordinates and speeds.
|
| 29 |
+
q_d, u_d : Matrix
|
| 30 |
+
Matrices of the dependent generalized coordinates and speeds.
|
| 31 |
+
perm_mat : Matrix
|
| 32 |
+
Permutation matrix such that [q_ind, u_ind]^T = perm_mat*[q, u]^T
|
| 33 |
+
|
| 34 |
+
References
|
| 35 |
+
==========
|
| 36 |
+
|
| 37 |
+
.. [1] D. L. Peterson, G. Gede, and M. Hubbard, "Symbolic linearization of
|
| 38 |
+
equations of motion of constrained multibody systems," Multibody
|
| 39 |
+
Syst Dyn, vol. 33, no. 2, pp. 143-161, Feb. 2015, doi:
|
| 40 |
+
10.1007/s11044-014-9436-5.
|
| 41 |
+
|
| 42 |
+
"""
|
| 43 |
+
|
| 44 |
+
def __init__(self, f_0, f_1, f_2, f_3, f_4, f_c, f_v, f_a, q, u, q_i=None,
|
| 45 |
+
q_d=None, u_i=None, u_d=None, r=None, lams=None,
|
| 46 |
+
linear_solver='LU'):
|
| 47 |
+
"""
|
| 48 |
+
Parameters
|
| 49 |
+
==========
|
| 50 |
+
|
| 51 |
+
f_0, f_1, f_2, f_3, f_4, f_c, f_v, f_a : array_like
|
| 52 |
+
System of equations holding the general system form.
|
| 53 |
+
Supply empty array or Matrix if the parameter
|
| 54 |
+
does not exist.
|
| 55 |
+
q : array_like
|
| 56 |
+
The generalized coordinates.
|
| 57 |
+
u : array_like
|
| 58 |
+
The generalized speeds
|
| 59 |
+
q_i, u_i : array_like, optional
|
| 60 |
+
The independent generalized coordinates and speeds.
|
| 61 |
+
q_d, u_d : array_like, optional
|
| 62 |
+
The dependent generalized coordinates and speeds.
|
| 63 |
+
r : array_like, optional
|
| 64 |
+
The input variables.
|
| 65 |
+
lams : array_like, optional
|
| 66 |
+
The lagrange multipliers
|
| 67 |
+
linear_solver : str, callable
|
| 68 |
+
Method used to solve the several symbolic linear systems of the
|
| 69 |
+
form ``A*x=b`` in the linearization process. If a string is
|
| 70 |
+
supplied, it should be a valid method that can be used with the
|
| 71 |
+
:meth:`sympy.matrices.matrixbase.MatrixBase.solve`. If a callable is
|
| 72 |
+
supplied, it should have the format ``x = f(A, b)``, where it
|
| 73 |
+
solves the equations and returns the solution. The default is
|
| 74 |
+
``'LU'`` which corresponds to SymPy's ``A.LUsolve(b)``.
|
| 75 |
+
``LUsolve()`` is fast to compute but will often result in
|
| 76 |
+
divide-by-zero and thus ``nan`` results.
|
| 77 |
+
|
| 78 |
+
"""
|
| 79 |
+
self.linear_solver = _parse_linear_solver(linear_solver)
|
| 80 |
+
|
| 81 |
+
# Generalized equation form
|
| 82 |
+
self.f_0 = Matrix(f_0)
|
| 83 |
+
self.f_1 = Matrix(f_1)
|
| 84 |
+
self.f_2 = Matrix(f_2)
|
| 85 |
+
self.f_3 = Matrix(f_3)
|
| 86 |
+
self.f_4 = Matrix(f_4)
|
| 87 |
+
self.f_c = Matrix(f_c)
|
| 88 |
+
self.f_v = Matrix(f_v)
|
| 89 |
+
self.f_a = Matrix(f_a)
|
| 90 |
+
|
| 91 |
+
# Generalized equation variables
|
| 92 |
+
self.q = Matrix(q)
|
| 93 |
+
self.u = Matrix(u)
|
| 94 |
+
none_handler = lambda x: Matrix(x) if x else Matrix()
|
| 95 |
+
self.q_i = none_handler(q_i)
|
| 96 |
+
self.q_d = none_handler(q_d)
|
| 97 |
+
self.u_i = none_handler(u_i)
|
| 98 |
+
self.u_d = none_handler(u_d)
|
| 99 |
+
self.r = none_handler(r)
|
| 100 |
+
self.lams = none_handler(lams)
|
| 101 |
+
|
| 102 |
+
# Derivatives of generalized equation variables
|
| 103 |
+
self._qd = self.q.diff(dynamicsymbols._t)
|
| 104 |
+
self._ud = self.u.diff(dynamicsymbols._t)
|
| 105 |
+
# If the user doesn't actually use generalized variables, and the
|
| 106 |
+
# qd and u vectors have any intersecting variables, this can cause
|
| 107 |
+
# problems. We'll fix this with some hackery, and Dummy variables
|
| 108 |
+
dup_vars = set(self._qd).intersection(self.u)
|
| 109 |
+
self._qd_dup = Matrix([var if var not in dup_vars else Dummy() for var
|
| 110 |
+
in self._qd])
|
| 111 |
+
|
| 112 |
+
# Derive dimesion terms
|
| 113 |
+
l = len(self.f_c)
|
| 114 |
+
m = len(self.f_v)
|
| 115 |
+
n = len(self.q)
|
| 116 |
+
o = len(self.u)
|
| 117 |
+
s = len(self.r)
|
| 118 |
+
k = len(self.lams)
|
| 119 |
+
dims = namedtuple('dims', ['l', 'm', 'n', 'o', 's', 'k'])
|
| 120 |
+
self._dims = dims(l, m, n, o, s, k)
|
| 121 |
+
|
| 122 |
+
self._Pq = None
|
| 123 |
+
self._Pqi = None
|
| 124 |
+
self._Pqd = None
|
| 125 |
+
self._Pu = None
|
| 126 |
+
self._Pui = None
|
| 127 |
+
self._Pud = None
|
| 128 |
+
self._C_0 = None
|
| 129 |
+
self._C_1 = None
|
| 130 |
+
self._C_2 = None
|
| 131 |
+
self.perm_mat = None
|
| 132 |
+
|
| 133 |
+
self._setup_done = False
|
| 134 |
+
|
| 135 |
+
def _setup(self):
|
| 136 |
+
# Calculations here only need to be run once. They are moved out of
|
| 137 |
+
# the __init__ method to increase the speed of Linearizer creation.
|
| 138 |
+
self._form_permutation_matrices()
|
| 139 |
+
self._form_block_matrices()
|
| 140 |
+
self._form_coefficient_matrices()
|
| 141 |
+
self._setup_done = True
|
| 142 |
+
|
| 143 |
+
def _form_permutation_matrices(self):
|
| 144 |
+
"""Form the permutation matrices Pq and Pu."""
|
| 145 |
+
|
| 146 |
+
# Extract dimension variables
|
| 147 |
+
l, m, n, o, s, k = self._dims
|
| 148 |
+
# Compute permutation matrices
|
| 149 |
+
if n != 0:
|
| 150 |
+
self._Pq = permutation_matrix(self.q, Matrix([self.q_i, self.q_d]))
|
| 151 |
+
if l > 0:
|
| 152 |
+
self._Pqi = self._Pq[:, :-l]
|
| 153 |
+
self._Pqd = self._Pq[:, -l:]
|
| 154 |
+
else:
|
| 155 |
+
self._Pqi = self._Pq
|
| 156 |
+
self._Pqd = Matrix()
|
| 157 |
+
if o != 0:
|
| 158 |
+
self._Pu = permutation_matrix(self.u, Matrix([self.u_i, self.u_d]))
|
| 159 |
+
if m > 0:
|
| 160 |
+
self._Pui = self._Pu[:, :-m]
|
| 161 |
+
self._Pud = self._Pu[:, -m:]
|
| 162 |
+
else:
|
| 163 |
+
self._Pui = self._Pu
|
| 164 |
+
self._Pud = Matrix()
|
| 165 |
+
# Compute combination permutation matrix for computing A and B
|
| 166 |
+
P_col1 = Matrix([self._Pqi, zeros(o + k, n - l)])
|
| 167 |
+
P_col2 = Matrix([zeros(n, o - m), self._Pui, zeros(k, o - m)])
|
| 168 |
+
if P_col1:
|
| 169 |
+
if P_col2:
|
| 170 |
+
self.perm_mat = P_col1.row_join(P_col2)
|
| 171 |
+
else:
|
| 172 |
+
self.perm_mat = P_col1
|
| 173 |
+
else:
|
| 174 |
+
self.perm_mat = P_col2
|
| 175 |
+
|
| 176 |
+
def _form_coefficient_matrices(self):
|
| 177 |
+
"""Form the coefficient matrices C_0, C_1, and C_2."""
|
| 178 |
+
|
| 179 |
+
# Extract dimension variables
|
| 180 |
+
l, m, n, o, s, k = self._dims
|
| 181 |
+
# Build up the coefficient matrices C_0, C_1, and C_2
|
| 182 |
+
# If there are configuration constraints (l > 0), form C_0 as normal.
|
| 183 |
+
# If not, C_0 is I_(nxn). Note that this works even if n=0
|
| 184 |
+
if l > 0:
|
| 185 |
+
f_c_jac_q = self.f_c.jacobian(self.q)
|
| 186 |
+
self._C_0 = (eye(n) - self._Pqd *
|
| 187 |
+
self.linear_solver(f_c_jac_q*self._Pqd,
|
| 188 |
+
f_c_jac_q))*self._Pqi
|
| 189 |
+
else:
|
| 190 |
+
self._C_0 = eye(n)
|
| 191 |
+
# If there are motion constraints (m > 0), form C_1 and C_2 as normal.
|
| 192 |
+
# If not, C_1 is 0, and C_2 is I_(oxo). Note that this works even if
|
| 193 |
+
# o = 0.
|
| 194 |
+
if m > 0:
|
| 195 |
+
f_v_jac_u = self.f_v.jacobian(self.u)
|
| 196 |
+
temp = f_v_jac_u * self._Pud
|
| 197 |
+
if n != 0:
|
| 198 |
+
f_v_jac_q = self.f_v.jacobian(self.q)
|
| 199 |
+
self._C_1 = -self._Pud * self.linear_solver(temp, f_v_jac_q)
|
| 200 |
+
else:
|
| 201 |
+
self._C_1 = zeros(o, n)
|
| 202 |
+
self._C_2 = (eye(o) - self._Pud *
|
| 203 |
+
self.linear_solver(temp, f_v_jac_u))*self._Pui
|
| 204 |
+
else:
|
| 205 |
+
self._C_1 = zeros(o, n)
|
| 206 |
+
self._C_2 = eye(o)
|
| 207 |
+
|
| 208 |
+
def _form_block_matrices(self):
|
| 209 |
+
"""Form the block matrices for composing M, A, and B."""
|
| 210 |
+
|
| 211 |
+
# Extract dimension variables
|
| 212 |
+
l, m, n, o, s, k = self._dims
|
| 213 |
+
# Block Matrix Definitions. These are only defined if under certain
|
| 214 |
+
# conditions. If undefined, an empty matrix is used instead
|
| 215 |
+
if n != 0:
|
| 216 |
+
self._M_qq = self.f_0.jacobian(self._qd)
|
| 217 |
+
self._A_qq = -(self.f_0 + self.f_1).jacobian(self.q)
|
| 218 |
+
else:
|
| 219 |
+
self._M_qq = Matrix()
|
| 220 |
+
self._A_qq = Matrix()
|
| 221 |
+
if n != 0 and m != 0:
|
| 222 |
+
self._M_uqc = self.f_a.jacobian(self._qd_dup)
|
| 223 |
+
self._A_uqc = -self.f_a.jacobian(self.q)
|
| 224 |
+
else:
|
| 225 |
+
self._M_uqc = Matrix()
|
| 226 |
+
self._A_uqc = Matrix()
|
| 227 |
+
if n != 0 and o - m + k != 0:
|
| 228 |
+
self._M_uqd = self.f_3.jacobian(self._qd_dup)
|
| 229 |
+
self._A_uqd = -(self.f_2 + self.f_3 + self.f_4).jacobian(self.q)
|
| 230 |
+
else:
|
| 231 |
+
self._M_uqd = Matrix()
|
| 232 |
+
self._A_uqd = Matrix()
|
| 233 |
+
if o != 0 and m != 0:
|
| 234 |
+
self._M_uuc = self.f_a.jacobian(self._ud)
|
| 235 |
+
self._A_uuc = -self.f_a.jacobian(self.u)
|
| 236 |
+
else:
|
| 237 |
+
self._M_uuc = Matrix()
|
| 238 |
+
self._A_uuc = Matrix()
|
| 239 |
+
if o != 0 and o - m + k != 0:
|
| 240 |
+
self._M_uud = self.f_2.jacobian(self._ud)
|
| 241 |
+
self._A_uud = -(self.f_2 + self.f_3).jacobian(self.u)
|
| 242 |
+
else:
|
| 243 |
+
self._M_uud = Matrix()
|
| 244 |
+
self._A_uud = Matrix()
|
| 245 |
+
if o != 0 and n != 0:
|
| 246 |
+
self._A_qu = -self.f_1.jacobian(self.u)
|
| 247 |
+
else:
|
| 248 |
+
self._A_qu = Matrix()
|
| 249 |
+
if k != 0 and o - m + k != 0:
|
| 250 |
+
self._M_uld = self.f_4.jacobian(self.lams)
|
| 251 |
+
else:
|
| 252 |
+
self._M_uld = Matrix()
|
| 253 |
+
if s != 0 and o - m + k != 0:
|
| 254 |
+
self._B_u = -self.f_3.jacobian(self.r)
|
| 255 |
+
else:
|
| 256 |
+
self._B_u = Matrix()
|
| 257 |
+
|
| 258 |
+
def linearize(self, op_point=None, A_and_B=False, simplify=False):
|
| 259 |
+
"""Linearize the system about the operating point. Note that
|
| 260 |
+
q_op, u_op, qd_op, ud_op must satisfy the equations of motion.
|
| 261 |
+
These may be either symbolic or numeric.
|
| 262 |
+
|
| 263 |
+
Parameters
|
| 264 |
+
==========
|
| 265 |
+
op_point : dict or iterable of dicts, optional
|
| 266 |
+
Dictionary or iterable of dictionaries containing the operating
|
| 267 |
+
point conditions for all or a subset of the generalized
|
| 268 |
+
coordinates, generalized speeds, and time derivatives of the
|
| 269 |
+
generalized speeds. These will be substituted into the linearized
|
| 270 |
+
system before the linearization is complete. Leave set to ``None``
|
| 271 |
+
if you want the operating point to be an arbitrary set of symbols.
|
| 272 |
+
Note that any reduction in symbols (whether substituted for numbers
|
| 273 |
+
or expressions with a common parameter) will result in faster
|
| 274 |
+
runtime.
|
| 275 |
+
A_and_B : bool, optional
|
| 276 |
+
If A_and_B=False (default), (M, A, B) is returned and of
|
| 277 |
+
A_and_B=True, (A, B) is returned. See below.
|
| 278 |
+
simplify : bool, optional
|
| 279 |
+
Determines if returned values are simplified before return.
|
| 280 |
+
For large expressions this may be time consuming. Default is False.
|
| 281 |
+
|
| 282 |
+
Returns
|
| 283 |
+
=======
|
| 284 |
+
M, A, B : Matrices, ``A_and_B=False``
|
| 285 |
+
Matrices from the implicit form:
|
| 286 |
+
``[M]*[q', u']^T = [A]*[q_ind, u_ind]^T + [B]*r``
|
| 287 |
+
A, B : Matrices, ``A_and_B=True``
|
| 288 |
+
Matrices from the explicit form:
|
| 289 |
+
``[q_ind', u_ind']^T = [A]*[q_ind, u_ind]^T + [B]*r``
|
| 290 |
+
|
| 291 |
+
Notes
|
| 292 |
+
=====
|
| 293 |
+
|
| 294 |
+
Note that the process of solving with A_and_B=True is computationally
|
| 295 |
+
intensive if there are many symbolic parameters. For this reason, it
|
| 296 |
+
may be more desirable to use the default A_and_B=False, returning M, A,
|
| 297 |
+
and B. More values may then be substituted in to these matrices later
|
| 298 |
+
on. The state space form can then be found as A = P.T*M.LUsolve(A), B =
|
| 299 |
+
P.T*M.LUsolve(B), where P = Linearizer.perm_mat.
|
| 300 |
+
|
| 301 |
+
"""
|
| 302 |
+
|
| 303 |
+
# Run the setup if needed:
|
| 304 |
+
if not self._setup_done:
|
| 305 |
+
self._setup()
|
| 306 |
+
|
| 307 |
+
# Compose dict of operating conditions
|
| 308 |
+
if isinstance(op_point, dict):
|
| 309 |
+
op_point_dict = op_point
|
| 310 |
+
elif isinstance(op_point, Iterable):
|
| 311 |
+
op_point_dict = {}
|
| 312 |
+
for op in op_point:
|
| 313 |
+
op_point_dict.update(op)
|
| 314 |
+
else:
|
| 315 |
+
op_point_dict = {}
|
| 316 |
+
|
| 317 |
+
# Extract dimension variables
|
| 318 |
+
l, m, n, o, s, k = self._dims
|
| 319 |
+
|
| 320 |
+
# Rename terms to shorten expressions
|
| 321 |
+
M_qq = self._M_qq
|
| 322 |
+
M_uqc = self._M_uqc
|
| 323 |
+
M_uqd = self._M_uqd
|
| 324 |
+
M_uuc = self._M_uuc
|
| 325 |
+
M_uud = self._M_uud
|
| 326 |
+
M_uld = self._M_uld
|
| 327 |
+
A_qq = self._A_qq
|
| 328 |
+
A_uqc = self._A_uqc
|
| 329 |
+
A_uqd = self._A_uqd
|
| 330 |
+
A_qu = self._A_qu
|
| 331 |
+
A_uuc = self._A_uuc
|
| 332 |
+
A_uud = self._A_uud
|
| 333 |
+
B_u = self._B_u
|
| 334 |
+
C_0 = self._C_0
|
| 335 |
+
C_1 = self._C_1
|
| 336 |
+
C_2 = self._C_2
|
| 337 |
+
|
| 338 |
+
# Build up Mass Matrix
|
| 339 |
+
# |M_qq 0_nxo 0_nxk|
|
| 340 |
+
# M = |M_uqc M_uuc 0_mxk|
|
| 341 |
+
# |M_uqd M_uud M_uld|
|
| 342 |
+
if o != 0:
|
| 343 |
+
col2 = Matrix([zeros(n, o), M_uuc, M_uud])
|
| 344 |
+
if k != 0:
|
| 345 |
+
col3 = Matrix([zeros(n + m, k), M_uld])
|
| 346 |
+
if n != 0:
|
| 347 |
+
col1 = Matrix([M_qq, M_uqc, M_uqd])
|
| 348 |
+
if o != 0 and k != 0:
|
| 349 |
+
M = col1.row_join(col2).row_join(col3)
|
| 350 |
+
elif o != 0:
|
| 351 |
+
M = col1.row_join(col2)
|
| 352 |
+
else:
|
| 353 |
+
M = col1
|
| 354 |
+
elif k != 0:
|
| 355 |
+
M = col2.row_join(col3)
|
| 356 |
+
else:
|
| 357 |
+
M = col2
|
| 358 |
+
M_eq = msubs(M, op_point_dict)
|
| 359 |
+
|
| 360 |
+
# Build up state coefficient matrix A
|
| 361 |
+
# |(A_qq + A_qu*C_1)*C_0 A_qu*C_2|
|
| 362 |
+
# A = |(A_uqc + A_uuc*C_1)*C_0 A_uuc*C_2|
|
| 363 |
+
# |(A_uqd + A_uud*C_1)*C_0 A_uud*C_2|
|
| 364 |
+
# Col 1 is only defined if n != 0
|
| 365 |
+
if n != 0:
|
| 366 |
+
r1c1 = A_qq
|
| 367 |
+
if o != 0:
|
| 368 |
+
r1c1 += (A_qu * C_1)
|
| 369 |
+
r1c1 = r1c1 * C_0
|
| 370 |
+
if m != 0:
|
| 371 |
+
r2c1 = A_uqc
|
| 372 |
+
if o != 0:
|
| 373 |
+
r2c1 += (A_uuc * C_1)
|
| 374 |
+
r2c1 = r2c1 * C_0
|
| 375 |
+
else:
|
| 376 |
+
r2c1 = Matrix()
|
| 377 |
+
if o - m + k != 0:
|
| 378 |
+
r3c1 = A_uqd
|
| 379 |
+
if o != 0:
|
| 380 |
+
r3c1 += (A_uud * C_1)
|
| 381 |
+
r3c1 = r3c1 * C_0
|
| 382 |
+
else:
|
| 383 |
+
r3c1 = Matrix()
|
| 384 |
+
col1 = Matrix([r1c1, r2c1, r3c1])
|
| 385 |
+
else:
|
| 386 |
+
col1 = Matrix()
|
| 387 |
+
# Col 2 is only defined if o != 0
|
| 388 |
+
if o != 0:
|
| 389 |
+
if n != 0:
|
| 390 |
+
r1c2 = A_qu * C_2
|
| 391 |
+
else:
|
| 392 |
+
r1c2 = Matrix()
|
| 393 |
+
if m != 0:
|
| 394 |
+
r2c2 = A_uuc * C_2
|
| 395 |
+
else:
|
| 396 |
+
r2c2 = Matrix()
|
| 397 |
+
if o - m + k != 0:
|
| 398 |
+
r3c2 = A_uud * C_2
|
| 399 |
+
else:
|
| 400 |
+
r3c2 = Matrix()
|
| 401 |
+
col2 = Matrix([r1c2, r2c2, r3c2])
|
| 402 |
+
else:
|
| 403 |
+
col2 = Matrix()
|
| 404 |
+
if col1:
|
| 405 |
+
if col2:
|
| 406 |
+
Amat = col1.row_join(col2)
|
| 407 |
+
else:
|
| 408 |
+
Amat = col1
|
| 409 |
+
else:
|
| 410 |
+
Amat = col2
|
| 411 |
+
Amat_eq = msubs(Amat, op_point_dict)
|
| 412 |
+
|
| 413 |
+
# Build up the B matrix if there are forcing variables
|
| 414 |
+
# |0_(n + m)xs|
|
| 415 |
+
# B = |B_u |
|
| 416 |
+
if s != 0 and o - m + k != 0:
|
| 417 |
+
Bmat = zeros(n + m, s).col_join(B_u)
|
| 418 |
+
Bmat_eq = msubs(Bmat, op_point_dict)
|
| 419 |
+
else:
|
| 420 |
+
Bmat_eq = Matrix()
|
| 421 |
+
|
| 422 |
+
# kwarg A_and_B indicates to return A, B for forming the equation
|
| 423 |
+
# dx = [A]x + [B]r, where x = [q_indnd, u_indnd]^T,
|
| 424 |
+
if A_and_B:
|
| 425 |
+
A_cont = self.perm_mat.T * self.linear_solver(M_eq, Amat_eq)
|
| 426 |
+
if Bmat_eq:
|
| 427 |
+
B_cont = self.perm_mat.T * self.linear_solver(M_eq, Bmat_eq)
|
| 428 |
+
else:
|
| 429 |
+
# Bmat = Matrix([]), so no need to sub
|
| 430 |
+
B_cont = Bmat_eq
|
| 431 |
+
if simplify:
|
| 432 |
+
A_cont.simplify()
|
| 433 |
+
B_cont.simplify()
|
| 434 |
+
return A_cont, B_cont
|
| 435 |
+
# Otherwise return M, A, B for forming the equation
|
| 436 |
+
# [M]dx = [A]x + [B]r, where x = [q, u]^T
|
| 437 |
+
else:
|
| 438 |
+
if simplify:
|
| 439 |
+
M_eq.simplify()
|
| 440 |
+
Amat_eq.simplify()
|
| 441 |
+
Bmat_eq.simplify()
|
| 442 |
+
return M_eq, Amat_eq, Bmat_eq
|
| 443 |
+
|
| 444 |
+
|
| 445 |
+
def permutation_matrix(orig_vec, per_vec):
|
| 446 |
+
"""Compute the permutation matrix to change order of
|
| 447 |
+
orig_vec into order of per_vec.
|
| 448 |
+
|
| 449 |
+
Parameters
|
| 450 |
+
==========
|
| 451 |
+
|
| 452 |
+
orig_vec : array_like
|
| 453 |
+
Symbols in original ordering.
|
| 454 |
+
per_vec : array_like
|
| 455 |
+
Symbols in new ordering.
|
| 456 |
+
|
| 457 |
+
Returns
|
| 458 |
+
=======
|
| 459 |
+
|
| 460 |
+
p_matrix : Matrix
|
| 461 |
+
Permutation matrix such that orig_vec == (p_matrix * per_vec).
|
| 462 |
+
"""
|
| 463 |
+
if not isinstance(orig_vec, (list, tuple)):
|
| 464 |
+
orig_vec = flatten(orig_vec)
|
| 465 |
+
if not isinstance(per_vec, (list, tuple)):
|
| 466 |
+
per_vec = flatten(per_vec)
|
| 467 |
+
if set(orig_vec) != set(per_vec):
|
| 468 |
+
raise ValueError("orig_vec and per_vec must be the same length, "
|
| 469 |
+
"and contain the same symbols.")
|
| 470 |
+
ind_list = [orig_vec.index(i) for i in per_vec]
|
| 471 |
+
p_matrix = zeros(len(orig_vec))
|
| 472 |
+
for i, j in enumerate(ind_list):
|
| 473 |
+
p_matrix[i, j] = 1
|
| 474 |
+
return p_matrix
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/loads.py
ADDED
|
@@ -0,0 +1,177 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from abc import ABC
|
| 2 |
+
from collections import namedtuple
|
| 3 |
+
from sympy.physics.mechanics.body_base import BodyBase
|
| 4 |
+
from sympy.physics.vector import Vector, ReferenceFrame, Point
|
| 5 |
+
|
| 6 |
+
__all__ = ['LoadBase', 'Force', 'Torque']
|
| 7 |
+
|
| 8 |
+
|
| 9 |
+
class LoadBase(ABC, namedtuple('LoadBase', ['location', 'vector'])):
|
| 10 |
+
"""Abstract base class for the various loading types."""
|
| 11 |
+
|
| 12 |
+
def __add__(self, other):
|
| 13 |
+
raise TypeError(f"unsupported operand type(s) for +: "
|
| 14 |
+
f"'{self.__class__.__name__}' and "
|
| 15 |
+
f"'{other.__class__.__name__}'")
|
| 16 |
+
|
| 17 |
+
def __mul__(self, other):
|
| 18 |
+
raise TypeError(f"unsupported operand type(s) for *: "
|
| 19 |
+
f"'{self.__class__.__name__}' and "
|
| 20 |
+
f"'{other.__class__.__name__}'")
|
| 21 |
+
|
| 22 |
+
__radd__ = __add__
|
| 23 |
+
__rmul__ = __mul__
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
class Force(LoadBase):
|
| 27 |
+
"""Force acting upon a point.
|
| 28 |
+
|
| 29 |
+
Explanation
|
| 30 |
+
===========
|
| 31 |
+
|
| 32 |
+
A force is a vector that is bound to a line of action. This class stores
|
| 33 |
+
both a point, which lies on the line of action, and the vector. A tuple can
|
| 34 |
+
also be used, with the location as the first entry and the vector as second
|
| 35 |
+
entry.
|
| 36 |
+
|
| 37 |
+
Examples
|
| 38 |
+
========
|
| 39 |
+
|
| 40 |
+
A force of magnitude 2 along N.x acting on a point Po can be created as
|
| 41 |
+
follows:
|
| 42 |
+
|
| 43 |
+
>>> from sympy.physics.mechanics import Point, ReferenceFrame, Force
|
| 44 |
+
>>> N = ReferenceFrame('N')
|
| 45 |
+
>>> Po = Point('Po')
|
| 46 |
+
>>> Force(Po, 2 * N.x)
|
| 47 |
+
(Po, 2*N.x)
|
| 48 |
+
|
| 49 |
+
If a body is supplied, then the center of mass of that body is used.
|
| 50 |
+
|
| 51 |
+
>>> from sympy.physics.mechanics import Particle
|
| 52 |
+
>>> P = Particle('P', point=Po)
|
| 53 |
+
>>> Force(P, 2 * N.x)
|
| 54 |
+
(Po, 2*N.x)
|
| 55 |
+
|
| 56 |
+
"""
|
| 57 |
+
|
| 58 |
+
def __new__(cls, point, force):
|
| 59 |
+
if isinstance(point, BodyBase):
|
| 60 |
+
point = point.masscenter
|
| 61 |
+
if not isinstance(point, Point):
|
| 62 |
+
raise TypeError('Force location should be a Point.')
|
| 63 |
+
if not isinstance(force, Vector):
|
| 64 |
+
raise TypeError('Force vector should be a Vector.')
|
| 65 |
+
return super().__new__(cls, point, force)
|
| 66 |
+
|
| 67 |
+
def __repr__(self):
|
| 68 |
+
return (f'{self.__class__.__name__}(point={self.point}, '
|
| 69 |
+
f'force={self.force})')
|
| 70 |
+
|
| 71 |
+
@property
|
| 72 |
+
def point(self):
|
| 73 |
+
return self.location
|
| 74 |
+
|
| 75 |
+
@property
|
| 76 |
+
def force(self):
|
| 77 |
+
return self.vector
|
| 78 |
+
|
| 79 |
+
|
| 80 |
+
class Torque(LoadBase):
|
| 81 |
+
"""Torque acting upon a frame.
|
| 82 |
+
|
| 83 |
+
Explanation
|
| 84 |
+
===========
|
| 85 |
+
|
| 86 |
+
A torque is a free vector that is acting on a reference frame, which is
|
| 87 |
+
associated with a rigid body. This class stores both the frame and the
|
| 88 |
+
vector. A tuple can also be used, with the location as the first item and
|
| 89 |
+
the vector as second item.
|
| 90 |
+
|
| 91 |
+
Examples
|
| 92 |
+
========
|
| 93 |
+
|
| 94 |
+
A torque of magnitude 2 about N.x acting on a frame N can be created as
|
| 95 |
+
follows:
|
| 96 |
+
|
| 97 |
+
>>> from sympy.physics.mechanics import ReferenceFrame, Torque
|
| 98 |
+
>>> N = ReferenceFrame('N')
|
| 99 |
+
>>> Torque(N, 2 * N.x)
|
| 100 |
+
(N, 2*N.x)
|
| 101 |
+
|
| 102 |
+
If a body is supplied, then the frame fixed to that body is used.
|
| 103 |
+
|
| 104 |
+
>>> from sympy.physics.mechanics import RigidBody
|
| 105 |
+
>>> rb = RigidBody('rb', frame=N)
|
| 106 |
+
>>> Torque(rb, 2 * N.x)
|
| 107 |
+
(N, 2*N.x)
|
| 108 |
+
|
| 109 |
+
"""
|
| 110 |
+
|
| 111 |
+
def __new__(cls, frame, torque):
|
| 112 |
+
if isinstance(frame, BodyBase):
|
| 113 |
+
frame = frame.frame
|
| 114 |
+
if not isinstance(frame, ReferenceFrame):
|
| 115 |
+
raise TypeError('Torque location should be a ReferenceFrame.')
|
| 116 |
+
if not isinstance(torque, Vector):
|
| 117 |
+
raise TypeError('Torque vector should be a Vector.')
|
| 118 |
+
return super().__new__(cls, frame, torque)
|
| 119 |
+
|
| 120 |
+
def __repr__(self):
|
| 121 |
+
return (f'{self.__class__.__name__}(frame={self.frame}, '
|
| 122 |
+
f'torque={self.torque})')
|
| 123 |
+
|
| 124 |
+
@property
|
| 125 |
+
def frame(self):
|
| 126 |
+
return self.location
|
| 127 |
+
|
| 128 |
+
@property
|
| 129 |
+
def torque(self):
|
| 130 |
+
return self.vector
|
| 131 |
+
|
| 132 |
+
|
| 133 |
+
def gravity(acceleration, *bodies):
|
| 134 |
+
"""
|
| 135 |
+
Returns a list of gravity forces given the acceleration
|
| 136 |
+
due to gravity and any number of particles or rigidbodies.
|
| 137 |
+
|
| 138 |
+
Example
|
| 139 |
+
=======
|
| 140 |
+
|
| 141 |
+
>>> from sympy.physics.mechanics import ReferenceFrame, Particle, RigidBody
|
| 142 |
+
>>> from sympy.physics.mechanics.loads import gravity
|
| 143 |
+
>>> from sympy import symbols
|
| 144 |
+
>>> N = ReferenceFrame('N')
|
| 145 |
+
>>> g = symbols('g')
|
| 146 |
+
>>> P = Particle('P')
|
| 147 |
+
>>> B = RigidBody('B')
|
| 148 |
+
>>> gravity(g*N.y, P, B)
|
| 149 |
+
[(P_masscenter, P_mass*g*N.y),
|
| 150 |
+
(B_masscenter, B_mass*g*N.y)]
|
| 151 |
+
|
| 152 |
+
"""
|
| 153 |
+
|
| 154 |
+
gravity_force = []
|
| 155 |
+
for body in bodies:
|
| 156 |
+
if not isinstance(body, BodyBase):
|
| 157 |
+
raise TypeError(f'{type(body)} is not a body type')
|
| 158 |
+
gravity_force.append(Force(body.masscenter, body.mass * acceleration))
|
| 159 |
+
return gravity_force
|
| 160 |
+
|
| 161 |
+
|
| 162 |
+
def _parse_load(load):
|
| 163 |
+
"""Helper function to parse loads and convert tuples to load objects."""
|
| 164 |
+
if isinstance(load, LoadBase):
|
| 165 |
+
return load
|
| 166 |
+
elif isinstance(load, tuple):
|
| 167 |
+
if len(load) != 2:
|
| 168 |
+
raise ValueError(f'Load {load} should have a length of 2.')
|
| 169 |
+
if isinstance(load[0], Point):
|
| 170 |
+
return Force(load[0], load[1])
|
| 171 |
+
elif isinstance(load[0], ReferenceFrame):
|
| 172 |
+
return Torque(load[0], load[1])
|
| 173 |
+
else:
|
| 174 |
+
raise ValueError(f'Load not recognized. The load location {load[0]}'
|
| 175 |
+
f' should either be a Point or a ReferenceFrame.')
|
| 176 |
+
raise TypeError(f'Load type {type(load)} not recognized as a load. It '
|
| 177 |
+
f'should be a Force, Torque or tuple.')
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/method.py
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from abc import ABC, abstractmethod
|
| 2 |
+
|
| 3 |
+
class _Methods(ABC):
|
| 4 |
+
"""Abstract Base Class for all methods."""
|
| 5 |
+
|
| 6 |
+
@abstractmethod
|
| 7 |
+
def q(self):
|
| 8 |
+
pass
|
| 9 |
+
|
| 10 |
+
@abstractmethod
|
| 11 |
+
def u(self):
|
| 12 |
+
pass
|
| 13 |
+
|
| 14 |
+
@abstractmethod
|
| 15 |
+
def bodies(self):
|
| 16 |
+
pass
|
| 17 |
+
|
| 18 |
+
@abstractmethod
|
| 19 |
+
def loads(self):
|
| 20 |
+
pass
|
| 21 |
+
|
| 22 |
+
@abstractmethod
|
| 23 |
+
def mass_matrix(self):
|
| 24 |
+
pass
|
| 25 |
+
|
| 26 |
+
@abstractmethod
|
| 27 |
+
def forcing(self):
|
| 28 |
+
pass
|
| 29 |
+
|
| 30 |
+
@abstractmethod
|
| 31 |
+
def mass_matrix_full(self):
|
| 32 |
+
pass
|
| 33 |
+
|
| 34 |
+
@abstractmethod
|
| 35 |
+
def forcing_full(self):
|
| 36 |
+
pass
|
| 37 |
+
|
| 38 |
+
def _form_eoms(self):
|
| 39 |
+
raise NotImplementedError("Subclasses must implement this.")
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/models.py
ADDED
|
@@ -0,0 +1,230 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/usr/bin/env python
|
| 2 |
+
"""This module contains some sample symbolic models used for testing and
|
| 3 |
+
examples."""
|
| 4 |
+
|
| 5 |
+
# Internal imports
|
| 6 |
+
from sympy.core import backend as sm
|
| 7 |
+
import sympy.physics.mechanics as me
|
| 8 |
+
|
| 9 |
+
|
| 10 |
+
def multi_mass_spring_damper(n=1, apply_gravity=False,
|
| 11 |
+
apply_external_forces=False):
|
| 12 |
+
r"""Returns a system containing the symbolic equations of motion and
|
| 13 |
+
associated variables for a simple multi-degree of freedom point mass,
|
| 14 |
+
spring, damper system with optional gravitational and external
|
| 15 |
+
specified forces. For example, a two mass system under the influence of
|
| 16 |
+
gravity and external forces looks like:
|
| 17 |
+
|
| 18 |
+
::
|
| 19 |
+
|
| 20 |
+
----------------
|
| 21 |
+
| | | | g
|
| 22 |
+
\ | | | V
|
| 23 |
+
k0 / --- c0 |
|
| 24 |
+
| | | x0, v0
|
| 25 |
+
--------- V
|
| 26 |
+
| m0 | -----
|
| 27 |
+
--------- |
|
| 28 |
+
| | | |
|
| 29 |
+
\ v | | |
|
| 30 |
+
k1 / f0 --- c1 |
|
| 31 |
+
| | | x1, v1
|
| 32 |
+
--------- V
|
| 33 |
+
| m1 | -----
|
| 34 |
+
---------
|
| 35 |
+
| f1
|
| 36 |
+
V
|
| 37 |
+
|
| 38 |
+
Parameters
|
| 39 |
+
==========
|
| 40 |
+
|
| 41 |
+
n : integer
|
| 42 |
+
The number of masses in the serial chain.
|
| 43 |
+
apply_gravity : boolean
|
| 44 |
+
If true, gravity will be applied to each mass.
|
| 45 |
+
apply_external_forces : boolean
|
| 46 |
+
If true, a time varying external force will be applied to each mass.
|
| 47 |
+
|
| 48 |
+
Returns
|
| 49 |
+
=======
|
| 50 |
+
|
| 51 |
+
kane : sympy.physics.mechanics.kane.KanesMethod
|
| 52 |
+
A KanesMethod object.
|
| 53 |
+
|
| 54 |
+
"""
|
| 55 |
+
|
| 56 |
+
mass = sm.symbols('m:{}'.format(n))
|
| 57 |
+
stiffness = sm.symbols('k:{}'.format(n))
|
| 58 |
+
damping = sm.symbols('c:{}'.format(n))
|
| 59 |
+
|
| 60 |
+
acceleration_due_to_gravity = sm.symbols('g')
|
| 61 |
+
|
| 62 |
+
coordinates = me.dynamicsymbols('x:{}'.format(n))
|
| 63 |
+
speeds = me.dynamicsymbols('v:{}'.format(n))
|
| 64 |
+
specifieds = me.dynamicsymbols('f:{}'.format(n))
|
| 65 |
+
|
| 66 |
+
ceiling = me.ReferenceFrame('N')
|
| 67 |
+
origin = me.Point('origin')
|
| 68 |
+
origin.set_vel(ceiling, 0)
|
| 69 |
+
|
| 70 |
+
points = [origin]
|
| 71 |
+
kinematic_equations = []
|
| 72 |
+
particles = []
|
| 73 |
+
forces = []
|
| 74 |
+
|
| 75 |
+
for i in range(n):
|
| 76 |
+
|
| 77 |
+
center = points[-1].locatenew('center{}'.format(i),
|
| 78 |
+
coordinates[i] * ceiling.x)
|
| 79 |
+
center.set_vel(ceiling, points[-1].vel(ceiling) +
|
| 80 |
+
speeds[i] * ceiling.x)
|
| 81 |
+
points.append(center)
|
| 82 |
+
|
| 83 |
+
block = me.Particle('block{}'.format(i), center, mass[i])
|
| 84 |
+
|
| 85 |
+
kinematic_equations.append(speeds[i] - coordinates[i].diff())
|
| 86 |
+
|
| 87 |
+
total_force = (-stiffness[i] * coordinates[i] -
|
| 88 |
+
damping[i] * speeds[i])
|
| 89 |
+
try:
|
| 90 |
+
total_force += (stiffness[i + 1] * coordinates[i + 1] +
|
| 91 |
+
damping[i + 1] * speeds[i + 1])
|
| 92 |
+
except IndexError: # no force from below on last mass
|
| 93 |
+
pass
|
| 94 |
+
|
| 95 |
+
if apply_gravity:
|
| 96 |
+
total_force += mass[i] * acceleration_due_to_gravity
|
| 97 |
+
|
| 98 |
+
if apply_external_forces:
|
| 99 |
+
total_force += specifieds[i]
|
| 100 |
+
|
| 101 |
+
forces.append((center, total_force * ceiling.x))
|
| 102 |
+
|
| 103 |
+
particles.append(block)
|
| 104 |
+
|
| 105 |
+
kane = me.KanesMethod(ceiling, q_ind=coordinates, u_ind=speeds,
|
| 106 |
+
kd_eqs=kinematic_equations)
|
| 107 |
+
kane.kanes_equations(particles, forces)
|
| 108 |
+
|
| 109 |
+
return kane
|
| 110 |
+
|
| 111 |
+
|
| 112 |
+
def n_link_pendulum_on_cart(n=1, cart_force=True, joint_torques=False):
|
| 113 |
+
r"""Returns the system containing the symbolic first order equations of
|
| 114 |
+
motion for a 2D n-link pendulum on a sliding cart under the influence of
|
| 115 |
+
gravity.
|
| 116 |
+
|
| 117 |
+
::
|
| 118 |
+
|
| 119 |
+
|
|
| 120 |
+
o y v
|
| 121 |
+
\ 0 ^ g
|
| 122 |
+
\ |
|
| 123 |
+
--\-|----
|
| 124 |
+
| \| |
|
| 125 |
+
F-> | o --|---> x
|
| 126 |
+
| |
|
| 127 |
+
---------
|
| 128 |
+
o o
|
| 129 |
+
|
| 130 |
+
Parameters
|
| 131 |
+
==========
|
| 132 |
+
|
| 133 |
+
n : integer
|
| 134 |
+
The number of links in the pendulum.
|
| 135 |
+
cart_force : boolean, default=True
|
| 136 |
+
If true an external specified lateral force is applied to the cart.
|
| 137 |
+
joint_torques : boolean, default=False
|
| 138 |
+
If true joint torques will be added as specified inputs at each
|
| 139 |
+
joint.
|
| 140 |
+
|
| 141 |
+
Returns
|
| 142 |
+
=======
|
| 143 |
+
|
| 144 |
+
kane : sympy.physics.mechanics.kane.KanesMethod
|
| 145 |
+
A KanesMethod object.
|
| 146 |
+
|
| 147 |
+
Notes
|
| 148 |
+
=====
|
| 149 |
+
|
| 150 |
+
The degrees of freedom of the system are n + 1, i.e. one for each
|
| 151 |
+
pendulum link and one for the lateral motion of the cart.
|
| 152 |
+
|
| 153 |
+
M x' = F, where x = [u0, ..., un+1, q0, ..., qn+1]
|
| 154 |
+
|
| 155 |
+
The joint angles are all defined relative to the ground where the x axis
|
| 156 |
+
defines the ground line and the y axis points up. The joint torques are
|
| 157 |
+
applied between each adjacent link and the between the cart and the
|
| 158 |
+
lower link where a positive torque corresponds to positive angle.
|
| 159 |
+
|
| 160 |
+
"""
|
| 161 |
+
if n <= 0:
|
| 162 |
+
raise ValueError('The number of links must be a positive integer.')
|
| 163 |
+
|
| 164 |
+
q = me.dynamicsymbols('q:{}'.format(n + 1))
|
| 165 |
+
u = me.dynamicsymbols('u:{}'.format(n + 1))
|
| 166 |
+
|
| 167 |
+
if joint_torques is True:
|
| 168 |
+
T = me.dynamicsymbols('T1:{}'.format(n + 1))
|
| 169 |
+
|
| 170 |
+
m = sm.symbols('m:{}'.format(n + 1))
|
| 171 |
+
l = sm.symbols('l:{}'.format(n))
|
| 172 |
+
g, t = sm.symbols('g t')
|
| 173 |
+
|
| 174 |
+
I = me.ReferenceFrame('I')
|
| 175 |
+
O = me.Point('O')
|
| 176 |
+
O.set_vel(I, 0)
|
| 177 |
+
|
| 178 |
+
P0 = me.Point('P0')
|
| 179 |
+
P0.set_pos(O, q[0] * I.x)
|
| 180 |
+
P0.set_vel(I, u[0] * I.x)
|
| 181 |
+
Pa0 = me.Particle('Pa0', P0, m[0])
|
| 182 |
+
|
| 183 |
+
frames = [I]
|
| 184 |
+
points = [P0]
|
| 185 |
+
particles = [Pa0]
|
| 186 |
+
forces = [(P0, -m[0] * g * I.y)]
|
| 187 |
+
kindiffs = [q[0].diff(t) - u[0]]
|
| 188 |
+
|
| 189 |
+
if cart_force is True or joint_torques is True:
|
| 190 |
+
specified = []
|
| 191 |
+
else:
|
| 192 |
+
specified = None
|
| 193 |
+
|
| 194 |
+
for i in range(n):
|
| 195 |
+
Bi = I.orientnew('B{}'.format(i), 'Axis', [q[i + 1], I.z])
|
| 196 |
+
Bi.set_ang_vel(I, u[i + 1] * I.z)
|
| 197 |
+
frames.append(Bi)
|
| 198 |
+
|
| 199 |
+
Pi = points[-1].locatenew('P{}'.format(i + 1), l[i] * Bi.y)
|
| 200 |
+
Pi.v2pt_theory(points[-1], I, Bi)
|
| 201 |
+
points.append(Pi)
|
| 202 |
+
|
| 203 |
+
Pai = me.Particle('Pa' + str(i + 1), Pi, m[i + 1])
|
| 204 |
+
particles.append(Pai)
|
| 205 |
+
|
| 206 |
+
forces.append((Pi, -m[i + 1] * g * I.y))
|
| 207 |
+
|
| 208 |
+
if joint_torques is True:
|
| 209 |
+
|
| 210 |
+
specified.append(T[i])
|
| 211 |
+
|
| 212 |
+
if i == 0:
|
| 213 |
+
forces.append((I, -T[i] * I.z))
|
| 214 |
+
|
| 215 |
+
if i == n - 1:
|
| 216 |
+
forces.append((Bi, T[i] * I.z))
|
| 217 |
+
else:
|
| 218 |
+
forces.append((Bi, T[i] * I.z - T[i + 1] * I.z))
|
| 219 |
+
|
| 220 |
+
kindiffs.append(q[i + 1].diff(t) - u[i + 1])
|
| 221 |
+
|
| 222 |
+
if cart_force is True:
|
| 223 |
+
F = me.dynamicsymbols('F')
|
| 224 |
+
forces.append((P0, F * I.x))
|
| 225 |
+
specified.append(F)
|
| 226 |
+
|
| 227 |
+
kane = me.KanesMethod(I, q_ind=q, u_ind=u, kd_eqs=kindiffs)
|
| 228 |
+
kane.kanes_equations(particles, forces)
|
| 229 |
+
|
| 230 |
+
return kane
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/particle.py
ADDED
|
@@ -0,0 +1,209 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from sympy import S
|
| 2 |
+
from sympy.physics.vector import cross, dot
|
| 3 |
+
from sympy.physics.mechanics.body_base import BodyBase
|
| 4 |
+
from sympy.physics.mechanics.inertia import inertia_of_point_mass
|
| 5 |
+
from sympy.utilities.exceptions import sympy_deprecation_warning
|
| 6 |
+
|
| 7 |
+
__all__ = ['Particle']
|
| 8 |
+
|
| 9 |
+
|
| 10 |
+
class Particle(BodyBase):
|
| 11 |
+
"""A particle.
|
| 12 |
+
|
| 13 |
+
Explanation
|
| 14 |
+
===========
|
| 15 |
+
|
| 16 |
+
Particles have a non-zero mass and lack spatial extension; they take up no
|
| 17 |
+
space.
|
| 18 |
+
|
| 19 |
+
Values need to be supplied on initialization, but can be changed later.
|
| 20 |
+
|
| 21 |
+
Parameters
|
| 22 |
+
==========
|
| 23 |
+
|
| 24 |
+
name : str
|
| 25 |
+
Name of particle
|
| 26 |
+
point : Point
|
| 27 |
+
A physics/mechanics Point which represents the position, velocity, and
|
| 28 |
+
acceleration of this Particle
|
| 29 |
+
mass : Sympifyable
|
| 30 |
+
A SymPy expression representing the Particle's mass
|
| 31 |
+
potential_energy : Sympifyable
|
| 32 |
+
The potential energy of the Particle.
|
| 33 |
+
|
| 34 |
+
Examples
|
| 35 |
+
========
|
| 36 |
+
|
| 37 |
+
>>> from sympy.physics.mechanics import Particle, Point
|
| 38 |
+
>>> from sympy import Symbol
|
| 39 |
+
>>> po = Point('po')
|
| 40 |
+
>>> m = Symbol('m')
|
| 41 |
+
>>> pa = Particle('pa', po, m)
|
| 42 |
+
>>> # Or you could change these later
|
| 43 |
+
>>> pa.mass = m
|
| 44 |
+
>>> pa.point = po
|
| 45 |
+
|
| 46 |
+
"""
|
| 47 |
+
point = BodyBase.masscenter
|
| 48 |
+
|
| 49 |
+
def __init__(self, name, point=None, mass=None):
|
| 50 |
+
super().__init__(name, point, mass)
|
| 51 |
+
|
| 52 |
+
def linear_momentum(self, frame):
|
| 53 |
+
"""Linear momentum of the particle.
|
| 54 |
+
|
| 55 |
+
Explanation
|
| 56 |
+
===========
|
| 57 |
+
|
| 58 |
+
The linear momentum L, of a particle P, with respect to frame N is
|
| 59 |
+
given by:
|
| 60 |
+
|
| 61 |
+
L = m * v
|
| 62 |
+
|
| 63 |
+
where m is the mass of the particle, and v is the velocity of the
|
| 64 |
+
particle in the frame N.
|
| 65 |
+
|
| 66 |
+
Parameters
|
| 67 |
+
==========
|
| 68 |
+
|
| 69 |
+
frame : ReferenceFrame
|
| 70 |
+
The frame in which linear momentum is desired.
|
| 71 |
+
|
| 72 |
+
Examples
|
| 73 |
+
========
|
| 74 |
+
|
| 75 |
+
>>> from sympy.physics.mechanics import Particle, Point, ReferenceFrame
|
| 76 |
+
>>> from sympy.physics.mechanics import dynamicsymbols
|
| 77 |
+
>>> from sympy.physics.vector import init_vprinting
|
| 78 |
+
>>> init_vprinting(pretty_print=False)
|
| 79 |
+
>>> m, v = dynamicsymbols('m v')
|
| 80 |
+
>>> N = ReferenceFrame('N')
|
| 81 |
+
>>> P = Point('P')
|
| 82 |
+
>>> A = Particle('A', P, m)
|
| 83 |
+
>>> P.set_vel(N, v * N.x)
|
| 84 |
+
>>> A.linear_momentum(N)
|
| 85 |
+
m*v*N.x
|
| 86 |
+
|
| 87 |
+
"""
|
| 88 |
+
|
| 89 |
+
return self.mass * self.point.vel(frame)
|
| 90 |
+
|
| 91 |
+
def angular_momentum(self, point, frame):
|
| 92 |
+
"""Angular momentum of the particle about the point.
|
| 93 |
+
|
| 94 |
+
Explanation
|
| 95 |
+
===========
|
| 96 |
+
|
| 97 |
+
The angular momentum H, about some point O of a particle, P, is given
|
| 98 |
+
by:
|
| 99 |
+
|
| 100 |
+
``H = cross(r, m * v)``
|
| 101 |
+
|
| 102 |
+
where r is the position vector from point O to the particle P, m is
|
| 103 |
+
the mass of the particle, and v is the velocity of the particle in
|
| 104 |
+
the inertial frame, N.
|
| 105 |
+
|
| 106 |
+
Parameters
|
| 107 |
+
==========
|
| 108 |
+
|
| 109 |
+
point : Point
|
| 110 |
+
The point about which angular momentum of the particle is desired.
|
| 111 |
+
|
| 112 |
+
frame : ReferenceFrame
|
| 113 |
+
The frame in which angular momentum is desired.
|
| 114 |
+
|
| 115 |
+
Examples
|
| 116 |
+
========
|
| 117 |
+
|
| 118 |
+
>>> from sympy.physics.mechanics import Particle, Point, ReferenceFrame
|
| 119 |
+
>>> from sympy.physics.mechanics import dynamicsymbols
|
| 120 |
+
>>> from sympy.physics.vector import init_vprinting
|
| 121 |
+
>>> init_vprinting(pretty_print=False)
|
| 122 |
+
>>> m, v, r = dynamicsymbols('m v r')
|
| 123 |
+
>>> N = ReferenceFrame('N')
|
| 124 |
+
>>> O = Point('O')
|
| 125 |
+
>>> A = O.locatenew('A', r * N.x)
|
| 126 |
+
>>> P = Particle('P', A, m)
|
| 127 |
+
>>> P.point.set_vel(N, v * N.y)
|
| 128 |
+
>>> P.angular_momentum(O, N)
|
| 129 |
+
m*r*v*N.z
|
| 130 |
+
|
| 131 |
+
"""
|
| 132 |
+
|
| 133 |
+
return cross(self.point.pos_from(point),
|
| 134 |
+
self.mass * self.point.vel(frame))
|
| 135 |
+
|
| 136 |
+
def kinetic_energy(self, frame):
|
| 137 |
+
"""Kinetic energy of the particle.
|
| 138 |
+
|
| 139 |
+
Explanation
|
| 140 |
+
===========
|
| 141 |
+
|
| 142 |
+
The kinetic energy, T, of a particle, P, is given by:
|
| 143 |
+
|
| 144 |
+
``T = 1/2 (dot(m * v, v))``
|
| 145 |
+
|
| 146 |
+
where m is the mass of particle P, and v is the velocity of the
|
| 147 |
+
particle in the supplied ReferenceFrame.
|
| 148 |
+
|
| 149 |
+
Parameters
|
| 150 |
+
==========
|
| 151 |
+
|
| 152 |
+
frame : ReferenceFrame
|
| 153 |
+
The Particle's velocity is typically defined with respect to
|
| 154 |
+
an inertial frame but any relevant frame in which the velocity is
|
| 155 |
+
known can be supplied.
|
| 156 |
+
|
| 157 |
+
Examples
|
| 158 |
+
========
|
| 159 |
+
|
| 160 |
+
>>> from sympy.physics.mechanics import Particle, Point, ReferenceFrame
|
| 161 |
+
>>> from sympy import symbols
|
| 162 |
+
>>> m, v, r = symbols('m v r')
|
| 163 |
+
>>> N = ReferenceFrame('N')
|
| 164 |
+
>>> O = Point('O')
|
| 165 |
+
>>> P = Particle('P', O, m)
|
| 166 |
+
>>> P.point.set_vel(N, v * N.y)
|
| 167 |
+
>>> P.kinetic_energy(N)
|
| 168 |
+
m*v**2/2
|
| 169 |
+
|
| 170 |
+
"""
|
| 171 |
+
|
| 172 |
+
return S.Half * self.mass * dot(self.point.vel(frame),
|
| 173 |
+
self.point.vel(frame))
|
| 174 |
+
|
| 175 |
+
def set_potential_energy(self, scalar):
|
| 176 |
+
sympy_deprecation_warning(
|
| 177 |
+
"""
|
| 178 |
+
The sympy.physics.mechanics.Particle.set_potential_energy()
|
| 179 |
+
method is deprecated. Instead use
|
| 180 |
+
|
| 181 |
+
P.potential_energy = scalar
|
| 182 |
+
""",
|
| 183 |
+
deprecated_since_version="1.5",
|
| 184 |
+
active_deprecations_target="deprecated-set-potential-energy",
|
| 185 |
+
)
|
| 186 |
+
self.potential_energy = scalar
|
| 187 |
+
|
| 188 |
+
def parallel_axis(self, point, frame):
|
| 189 |
+
"""Returns an inertia dyadic of the particle with respect to another
|
| 190 |
+
point and frame.
|
| 191 |
+
|
| 192 |
+
Parameters
|
| 193 |
+
==========
|
| 194 |
+
|
| 195 |
+
point : sympy.physics.vector.Point
|
| 196 |
+
The point to express the inertia dyadic about.
|
| 197 |
+
frame : sympy.physics.vector.ReferenceFrame
|
| 198 |
+
The reference frame used to construct the dyadic.
|
| 199 |
+
|
| 200 |
+
Returns
|
| 201 |
+
=======
|
| 202 |
+
|
| 203 |
+
inertia : sympy.physics.vector.Dyadic
|
| 204 |
+
The inertia dyadic of the particle expressed about the provided
|
| 205 |
+
point and frame.
|
| 206 |
+
|
| 207 |
+
"""
|
| 208 |
+
return inertia_of_point_mass(self.mass, self.point.pos_from(point),
|
| 209 |
+
frame)
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/pathway.py
ADDED
|
@@ -0,0 +1,688 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
"""Implementations of pathways for use by actuators."""
|
| 2 |
+
|
| 3 |
+
from abc import ABC, abstractmethod
|
| 4 |
+
|
| 5 |
+
from sympy.core.singleton import S
|
| 6 |
+
from sympy.physics.mechanics.loads import Force
|
| 7 |
+
from sympy.physics.mechanics.wrapping_geometry import WrappingGeometryBase
|
| 8 |
+
from sympy.physics.vector import Point, dynamicsymbols
|
| 9 |
+
|
| 10 |
+
|
| 11 |
+
__all__ = ['PathwayBase', 'LinearPathway', 'ObstacleSetPathway',
|
| 12 |
+
'WrappingPathway']
|
| 13 |
+
|
| 14 |
+
|
| 15 |
+
class PathwayBase(ABC):
|
| 16 |
+
"""Abstract base class for all pathway classes to inherit from.
|
| 17 |
+
|
| 18 |
+
Notes
|
| 19 |
+
=====
|
| 20 |
+
|
| 21 |
+
Instances of this class cannot be directly instantiated by users. However,
|
| 22 |
+
it can be used to created custom pathway types through subclassing.
|
| 23 |
+
|
| 24 |
+
"""
|
| 25 |
+
|
| 26 |
+
def __init__(self, *attachments):
|
| 27 |
+
"""Initializer for ``PathwayBase``."""
|
| 28 |
+
self.attachments = attachments
|
| 29 |
+
|
| 30 |
+
@property
|
| 31 |
+
def attachments(self):
|
| 32 |
+
"""The pair of points defining a pathway's ends."""
|
| 33 |
+
return self._attachments
|
| 34 |
+
|
| 35 |
+
@attachments.setter
|
| 36 |
+
def attachments(self, attachments):
|
| 37 |
+
if hasattr(self, '_attachments'):
|
| 38 |
+
msg = (
|
| 39 |
+
f'Can\'t set attribute `attachments` to {repr(attachments)} '
|
| 40 |
+
f'as it is immutable.'
|
| 41 |
+
)
|
| 42 |
+
raise AttributeError(msg)
|
| 43 |
+
if len(attachments) != 2:
|
| 44 |
+
msg = (
|
| 45 |
+
f'Value {repr(attachments)} passed to `attachments` was an '
|
| 46 |
+
f'iterable of length {len(attachments)}, must be an iterable '
|
| 47 |
+
f'of length 2.'
|
| 48 |
+
)
|
| 49 |
+
raise ValueError(msg)
|
| 50 |
+
for i, point in enumerate(attachments):
|
| 51 |
+
if not isinstance(point, Point):
|
| 52 |
+
msg = (
|
| 53 |
+
f'Value {repr(point)} passed to `attachments` at index '
|
| 54 |
+
f'{i} was of type {type(point)}, must be {Point}.'
|
| 55 |
+
)
|
| 56 |
+
raise TypeError(msg)
|
| 57 |
+
self._attachments = tuple(attachments)
|
| 58 |
+
|
| 59 |
+
@property
|
| 60 |
+
@abstractmethod
|
| 61 |
+
def length(self):
|
| 62 |
+
"""An expression representing the pathway's length."""
|
| 63 |
+
pass
|
| 64 |
+
|
| 65 |
+
@property
|
| 66 |
+
@abstractmethod
|
| 67 |
+
def extension_velocity(self):
|
| 68 |
+
"""An expression representing the pathway's extension velocity."""
|
| 69 |
+
pass
|
| 70 |
+
|
| 71 |
+
@abstractmethod
|
| 72 |
+
def to_loads(self, force):
|
| 73 |
+
"""Loads required by the equations of motion method classes.
|
| 74 |
+
|
| 75 |
+
Explanation
|
| 76 |
+
===========
|
| 77 |
+
|
| 78 |
+
``KanesMethod`` requires a list of ``Point``-``Vector`` tuples to be
|
| 79 |
+
passed to the ``loads`` parameters of its ``kanes_equations`` method
|
| 80 |
+
when constructing the equations of motion. This method acts as a
|
| 81 |
+
utility to produce the correctly-structred pairs of points and vectors
|
| 82 |
+
required so that these can be easily concatenated with other items in
|
| 83 |
+
the list of loads and passed to ``KanesMethod.kanes_equations``. These
|
| 84 |
+
loads are also in the correct form to also be passed to the other
|
| 85 |
+
equations of motion method classes, e.g. ``LagrangesMethod``.
|
| 86 |
+
|
| 87 |
+
"""
|
| 88 |
+
pass
|
| 89 |
+
|
| 90 |
+
def __repr__(self):
|
| 91 |
+
"""Default representation of a pathway."""
|
| 92 |
+
attachments = ', '.join(str(a) for a in self.attachments)
|
| 93 |
+
return f'{self.__class__.__name__}({attachments})'
|
| 94 |
+
|
| 95 |
+
|
| 96 |
+
class LinearPathway(PathwayBase):
|
| 97 |
+
"""Linear pathway between a pair of attachment points.
|
| 98 |
+
|
| 99 |
+
Explanation
|
| 100 |
+
===========
|
| 101 |
+
|
| 102 |
+
A linear pathway forms a straight-line segment between two points and is
|
| 103 |
+
the simplest pathway that can be formed. It will not interact with any
|
| 104 |
+
other objects in the system, i.e. a ``LinearPathway`` will intersect other
|
| 105 |
+
objects to ensure that the path between its two ends (its attachments) is
|
| 106 |
+
the shortest possible.
|
| 107 |
+
|
| 108 |
+
A linear pathway is made up of two points that can move relative to each
|
| 109 |
+
other, and a pair of equal and opposite forces acting on the points. If the
|
| 110 |
+
positive time-varying Euclidean distance between the two points is defined,
|
| 111 |
+
then the "extension velocity" is the time derivative of this distance. The
|
| 112 |
+
extension velocity is positive when the two points are moving away from
|
| 113 |
+
each other and negative when moving closer to each other. The direction for
|
| 114 |
+
the force acting on either point is determined by constructing a unit
|
| 115 |
+
vector directed from the other point to this point. This establishes a sign
|
| 116 |
+
convention such that a positive force magnitude tends to push the points
|
| 117 |
+
apart. The following diagram shows the positive force sense and the
|
| 118 |
+
distance between the points::
|
| 119 |
+
|
| 120 |
+
P Q
|
| 121 |
+
o<--- F --->o
|
| 122 |
+
| |
|
| 123 |
+
|<--l(t)--->|
|
| 124 |
+
|
| 125 |
+
Examples
|
| 126 |
+
========
|
| 127 |
+
|
| 128 |
+
>>> from sympy.physics.mechanics import LinearPathway
|
| 129 |
+
|
| 130 |
+
To construct a pathway, two points are required to be passed to the
|
| 131 |
+
``attachments`` parameter as a ``tuple``.
|
| 132 |
+
|
| 133 |
+
>>> from sympy.physics.mechanics import Point
|
| 134 |
+
>>> pA, pB = Point('pA'), Point('pB')
|
| 135 |
+
>>> linear_pathway = LinearPathway(pA, pB)
|
| 136 |
+
>>> linear_pathway
|
| 137 |
+
LinearPathway(pA, pB)
|
| 138 |
+
|
| 139 |
+
The pathway created above isn't very interesting without the positions and
|
| 140 |
+
velocities of its attachment points being described. Without this its not
|
| 141 |
+
possible to describe how the pathway moves, i.e. its length or its
|
| 142 |
+
extension velocity.
|
| 143 |
+
|
| 144 |
+
>>> from sympy.physics.mechanics import ReferenceFrame
|
| 145 |
+
>>> from sympy.physics.vector import dynamicsymbols
|
| 146 |
+
>>> N = ReferenceFrame('N')
|
| 147 |
+
>>> q = dynamicsymbols('q')
|
| 148 |
+
>>> pB.set_pos(pA, q*N.x)
|
| 149 |
+
>>> pB.pos_from(pA)
|
| 150 |
+
q(t)*N.x
|
| 151 |
+
|
| 152 |
+
A pathway's length can be accessed via its ``length`` attribute.
|
| 153 |
+
|
| 154 |
+
>>> linear_pathway.length
|
| 155 |
+
sqrt(q(t)**2)
|
| 156 |
+
|
| 157 |
+
Note how what appears to be an overly-complex expression is returned. This
|
| 158 |
+
is actually required as it ensures that a pathway's length is always
|
| 159 |
+
positive.
|
| 160 |
+
|
| 161 |
+
A pathway's extension velocity can be accessed similarly via its
|
| 162 |
+
``extension_velocity`` attribute.
|
| 163 |
+
|
| 164 |
+
>>> linear_pathway.extension_velocity
|
| 165 |
+
sqrt(q(t)**2)*Derivative(q(t), t)/q(t)
|
| 166 |
+
|
| 167 |
+
Parameters
|
| 168 |
+
==========
|
| 169 |
+
|
| 170 |
+
attachments : tuple[Point, Point]
|
| 171 |
+
Pair of ``Point`` objects between which the linear pathway spans.
|
| 172 |
+
Constructor expects two points to be passed, e.g.
|
| 173 |
+
``LinearPathway(Point('pA'), Point('pB'))``. More or fewer points will
|
| 174 |
+
cause an error to be thrown.
|
| 175 |
+
|
| 176 |
+
"""
|
| 177 |
+
|
| 178 |
+
def __init__(self, *attachments):
|
| 179 |
+
"""Initializer for ``LinearPathway``.
|
| 180 |
+
|
| 181 |
+
Parameters
|
| 182 |
+
==========
|
| 183 |
+
|
| 184 |
+
attachments : Point
|
| 185 |
+
Pair of ``Point`` objects between which the linear pathway spans.
|
| 186 |
+
Constructor expects two points to be passed, e.g.
|
| 187 |
+
``LinearPathway(Point('pA'), Point('pB'))``. More or fewer points
|
| 188 |
+
will cause an error to be thrown.
|
| 189 |
+
|
| 190 |
+
"""
|
| 191 |
+
super().__init__(*attachments)
|
| 192 |
+
|
| 193 |
+
@property
|
| 194 |
+
def length(self):
|
| 195 |
+
"""Exact analytical expression for the pathway's length."""
|
| 196 |
+
return _point_pair_length(*self.attachments)
|
| 197 |
+
|
| 198 |
+
@property
|
| 199 |
+
def extension_velocity(self):
|
| 200 |
+
"""Exact analytical expression for the pathway's extension velocity."""
|
| 201 |
+
return _point_pair_extension_velocity(*self.attachments)
|
| 202 |
+
|
| 203 |
+
def to_loads(self, force):
|
| 204 |
+
"""Loads required by the equations of motion method classes.
|
| 205 |
+
|
| 206 |
+
Explanation
|
| 207 |
+
===========
|
| 208 |
+
|
| 209 |
+
``KanesMethod`` requires a list of ``Point``-``Vector`` tuples to be
|
| 210 |
+
passed to the ``loads`` parameters of its ``kanes_equations`` method
|
| 211 |
+
when constructing the equations of motion. This method acts as a
|
| 212 |
+
utility to produce the correctly-structred pairs of points and vectors
|
| 213 |
+
required so that these can be easily concatenated with other items in
|
| 214 |
+
the list of loads and passed to ``KanesMethod.kanes_equations``. These
|
| 215 |
+
loads are also in the correct form to also be passed to the other
|
| 216 |
+
equations of motion method classes, e.g. ``LagrangesMethod``.
|
| 217 |
+
|
| 218 |
+
Examples
|
| 219 |
+
========
|
| 220 |
+
|
| 221 |
+
The below example shows how to generate the loads produced in a linear
|
| 222 |
+
actuator that produces an expansile force ``F``. First, create a linear
|
| 223 |
+
actuator between two points separated by the coordinate ``q`` in the
|
| 224 |
+
``x`` direction of the global frame ``N``.
|
| 225 |
+
|
| 226 |
+
>>> from sympy.physics.mechanics import (LinearPathway, Point,
|
| 227 |
+
... ReferenceFrame)
|
| 228 |
+
>>> from sympy.physics.vector import dynamicsymbols
|
| 229 |
+
>>> q = dynamicsymbols('q')
|
| 230 |
+
>>> N = ReferenceFrame('N')
|
| 231 |
+
>>> pA, pB = Point('pA'), Point('pB')
|
| 232 |
+
>>> pB.set_pos(pA, q*N.x)
|
| 233 |
+
>>> linear_pathway = LinearPathway(pA, pB)
|
| 234 |
+
|
| 235 |
+
Now create a symbol ``F`` to describe the magnitude of the (expansile)
|
| 236 |
+
force that will be produced along the pathway. The list of loads that
|
| 237 |
+
``KanesMethod`` requires can be produced by calling the pathway's
|
| 238 |
+
``to_loads`` method with ``F`` passed as the only argument.
|
| 239 |
+
|
| 240 |
+
>>> from sympy import symbols
|
| 241 |
+
>>> F = symbols('F')
|
| 242 |
+
>>> linear_pathway.to_loads(F)
|
| 243 |
+
[(pA, - F*q(t)/sqrt(q(t)**2)*N.x), (pB, F*q(t)/sqrt(q(t)**2)*N.x)]
|
| 244 |
+
|
| 245 |
+
Parameters
|
| 246 |
+
==========
|
| 247 |
+
|
| 248 |
+
force : Expr
|
| 249 |
+
Magnitude of the force acting along the length of the pathway. As
|
| 250 |
+
per the sign conventions for the pathway length, pathway extension
|
| 251 |
+
velocity, and pair of point forces, if this ``Expr`` is positive
|
| 252 |
+
then the force will act to push the pair of points away from one
|
| 253 |
+
another (it is expansile).
|
| 254 |
+
|
| 255 |
+
"""
|
| 256 |
+
relative_position = _point_pair_relative_position(*self.attachments)
|
| 257 |
+
loads = [
|
| 258 |
+
Force(self.attachments[0], -force*relative_position/self.length),
|
| 259 |
+
Force(self.attachments[-1], force*relative_position/self.length),
|
| 260 |
+
]
|
| 261 |
+
return loads
|
| 262 |
+
|
| 263 |
+
|
| 264 |
+
class ObstacleSetPathway(PathwayBase):
|
| 265 |
+
"""Obstacle-set pathway between a set of attachment points.
|
| 266 |
+
|
| 267 |
+
Explanation
|
| 268 |
+
===========
|
| 269 |
+
|
| 270 |
+
An obstacle-set pathway forms a series of straight-line segment between
|
| 271 |
+
pairs of consecutive points in a set of points. It is similiar to multiple
|
| 272 |
+
linear pathways joined end-to-end. It will not interact with any other
|
| 273 |
+
objects in the system, i.e. an ``ObstacleSetPathway`` will intersect other
|
| 274 |
+
objects to ensure that the path between its pairs of points (its
|
| 275 |
+
attachments) is the shortest possible.
|
| 276 |
+
|
| 277 |
+
Examples
|
| 278 |
+
========
|
| 279 |
+
|
| 280 |
+
To construct an obstacle-set pathway, three or more points are required to
|
| 281 |
+
be passed to the ``attachments`` parameter as a ``tuple``.
|
| 282 |
+
|
| 283 |
+
>>> from sympy.physics.mechanics import ObstacleSetPathway, Point
|
| 284 |
+
>>> pA, pB, pC, pD = Point('pA'), Point('pB'), Point('pC'), Point('pD')
|
| 285 |
+
>>> obstacle_set_pathway = ObstacleSetPathway(pA, pB, pC, pD)
|
| 286 |
+
>>> obstacle_set_pathway
|
| 287 |
+
ObstacleSetPathway(pA, pB, pC, pD)
|
| 288 |
+
|
| 289 |
+
The pathway created above isn't very interesting without the positions and
|
| 290 |
+
velocities of its attachment points being described. Without this its not
|
| 291 |
+
possible to describe how the pathway moves, i.e. its length or its
|
| 292 |
+
extension velocity.
|
| 293 |
+
|
| 294 |
+
>>> from sympy import cos, sin
|
| 295 |
+
>>> from sympy.physics.mechanics import ReferenceFrame
|
| 296 |
+
>>> from sympy.physics.vector import dynamicsymbols
|
| 297 |
+
>>> N = ReferenceFrame('N')
|
| 298 |
+
>>> q = dynamicsymbols('q')
|
| 299 |
+
>>> pO = Point('pO')
|
| 300 |
+
>>> pA.set_pos(pO, N.y)
|
| 301 |
+
>>> pB.set_pos(pO, -N.x)
|
| 302 |
+
>>> pC.set_pos(pA, cos(q) * N.x - (sin(q) + 1) * N.y)
|
| 303 |
+
>>> pD.set_pos(pA, sin(q) * N.x + (cos(q) - 1) * N.y)
|
| 304 |
+
>>> pB.pos_from(pA)
|
| 305 |
+
- N.x - N.y
|
| 306 |
+
>>> pC.pos_from(pA)
|
| 307 |
+
cos(q(t))*N.x + (-sin(q(t)) - 1)*N.y
|
| 308 |
+
>>> pD.pos_from(pA)
|
| 309 |
+
sin(q(t))*N.x + (cos(q(t)) - 1)*N.y
|
| 310 |
+
|
| 311 |
+
A pathway's length can be accessed via its ``length`` attribute.
|
| 312 |
+
|
| 313 |
+
>>> obstacle_set_pathway.length.simplify()
|
| 314 |
+
sqrt(2)*(sqrt(cos(q(t)) + 1) + 2)
|
| 315 |
+
|
| 316 |
+
A pathway's extension velocity can be accessed similarly via its
|
| 317 |
+
``extension_velocity`` attribute.
|
| 318 |
+
|
| 319 |
+
>>> obstacle_set_pathway.extension_velocity.simplify()
|
| 320 |
+
-sqrt(2)*sin(q(t))*Derivative(q(t), t)/(2*sqrt(cos(q(t)) + 1))
|
| 321 |
+
|
| 322 |
+
Parameters
|
| 323 |
+
==========
|
| 324 |
+
|
| 325 |
+
attachments : tuple[Point, Point]
|
| 326 |
+
The set of ``Point`` objects that define the segmented obstacle-set
|
| 327 |
+
pathway.
|
| 328 |
+
|
| 329 |
+
"""
|
| 330 |
+
|
| 331 |
+
def __init__(self, *attachments):
|
| 332 |
+
"""Initializer for ``ObstacleSetPathway``.
|
| 333 |
+
|
| 334 |
+
Parameters
|
| 335 |
+
==========
|
| 336 |
+
|
| 337 |
+
attachments : tuple[Point, ...]
|
| 338 |
+
The set of ``Point`` objects that define the segmented obstacle-set
|
| 339 |
+
pathway.
|
| 340 |
+
|
| 341 |
+
"""
|
| 342 |
+
super().__init__(*attachments)
|
| 343 |
+
|
| 344 |
+
@property
|
| 345 |
+
def attachments(self):
|
| 346 |
+
"""The set of points defining a pathway's segmented path."""
|
| 347 |
+
return self._attachments
|
| 348 |
+
|
| 349 |
+
@attachments.setter
|
| 350 |
+
def attachments(self, attachments):
|
| 351 |
+
if hasattr(self, '_attachments'):
|
| 352 |
+
msg = (
|
| 353 |
+
f'Can\'t set attribute `attachments` to {repr(attachments)} '
|
| 354 |
+
f'as it is immutable.'
|
| 355 |
+
)
|
| 356 |
+
raise AttributeError(msg)
|
| 357 |
+
if len(attachments) <= 2:
|
| 358 |
+
msg = (
|
| 359 |
+
f'Value {repr(attachments)} passed to `attachments` was an '
|
| 360 |
+
f'iterable of length {len(attachments)}, must be an iterable '
|
| 361 |
+
f'of length 3 or greater.'
|
| 362 |
+
)
|
| 363 |
+
raise ValueError(msg)
|
| 364 |
+
for i, point in enumerate(attachments):
|
| 365 |
+
if not isinstance(point, Point):
|
| 366 |
+
msg = (
|
| 367 |
+
f'Value {repr(point)} passed to `attachments` at index '
|
| 368 |
+
f'{i} was of type {type(point)}, must be {Point}.'
|
| 369 |
+
)
|
| 370 |
+
raise TypeError(msg)
|
| 371 |
+
self._attachments = tuple(attachments)
|
| 372 |
+
|
| 373 |
+
@property
|
| 374 |
+
def length(self):
|
| 375 |
+
"""Exact analytical expression for the pathway's length."""
|
| 376 |
+
length = S.Zero
|
| 377 |
+
attachment_pairs = zip(self.attachments[:-1], self.attachments[1:])
|
| 378 |
+
for attachment_pair in attachment_pairs:
|
| 379 |
+
length += _point_pair_length(*attachment_pair)
|
| 380 |
+
return length
|
| 381 |
+
|
| 382 |
+
@property
|
| 383 |
+
def extension_velocity(self):
|
| 384 |
+
"""Exact analytical expression for the pathway's extension velocity."""
|
| 385 |
+
extension_velocity = S.Zero
|
| 386 |
+
attachment_pairs = zip(self.attachments[:-1], self.attachments[1:])
|
| 387 |
+
for attachment_pair in attachment_pairs:
|
| 388 |
+
extension_velocity += _point_pair_extension_velocity(*attachment_pair)
|
| 389 |
+
return extension_velocity
|
| 390 |
+
|
| 391 |
+
def to_loads(self, force):
|
| 392 |
+
"""Loads required by the equations of motion method classes.
|
| 393 |
+
|
| 394 |
+
Explanation
|
| 395 |
+
===========
|
| 396 |
+
|
| 397 |
+
``KanesMethod`` requires a list of ``Point``-``Vector`` tuples to be
|
| 398 |
+
passed to the ``loads`` parameters of its ``kanes_equations`` method
|
| 399 |
+
when constructing the equations of motion. This method acts as a
|
| 400 |
+
utility to produce the correctly-structred pairs of points and vectors
|
| 401 |
+
required so that these can be easily concatenated with other items in
|
| 402 |
+
the list of loads and passed to ``KanesMethod.kanes_equations``. These
|
| 403 |
+
loads are also in the correct form to also be passed to the other
|
| 404 |
+
equations of motion method classes, e.g. ``LagrangesMethod``.
|
| 405 |
+
|
| 406 |
+
Examples
|
| 407 |
+
========
|
| 408 |
+
|
| 409 |
+
The below example shows how to generate the loads produced in an
|
| 410 |
+
actuator that follows an obstacle-set pathway between four points and
|
| 411 |
+
produces an expansile force ``F``. First, create a pair of reference
|
| 412 |
+
frames, ``A`` and ``B``, in which the four points ``pA``, ``pB``,
|
| 413 |
+
``pC``, and ``pD`` will be located. The first two points in frame ``A``
|
| 414 |
+
and the second two in frame ``B``. Frame ``B`` will also be oriented
|
| 415 |
+
such that it relates to ``A`` via a rotation of ``q`` about an axis
|
| 416 |
+
``N.z`` in a global frame (``N.z``, ``A.z``, and ``B.z`` are parallel).
|
| 417 |
+
|
| 418 |
+
>>> from sympy.physics.mechanics import (ObstacleSetPathway, Point,
|
| 419 |
+
... ReferenceFrame)
|
| 420 |
+
>>> from sympy.physics.vector import dynamicsymbols
|
| 421 |
+
>>> q = dynamicsymbols('q')
|
| 422 |
+
>>> N = ReferenceFrame('N')
|
| 423 |
+
>>> N = ReferenceFrame('N')
|
| 424 |
+
>>> A = N.orientnew('A', 'axis', (0, N.x))
|
| 425 |
+
>>> B = A.orientnew('B', 'axis', (q, N.z))
|
| 426 |
+
>>> pO = Point('pO')
|
| 427 |
+
>>> pA, pB, pC, pD = Point('pA'), Point('pB'), Point('pC'), Point('pD')
|
| 428 |
+
>>> pA.set_pos(pO, A.x)
|
| 429 |
+
>>> pB.set_pos(pO, -A.y)
|
| 430 |
+
>>> pC.set_pos(pO, B.y)
|
| 431 |
+
>>> pD.set_pos(pO, B.x)
|
| 432 |
+
>>> obstacle_set_pathway = ObstacleSetPathway(pA, pB, pC, pD)
|
| 433 |
+
|
| 434 |
+
Now create a symbol ``F`` to describe the magnitude of the (expansile)
|
| 435 |
+
force that will be produced along the pathway. The list of loads that
|
| 436 |
+
``KanesMethod`` requires can be produced by calling the pathway's
|
| 437 |
+
``to_loads`` method with ``F`` passed as the only argument.
|
| 438 |
+
|
| 439 |
+
>>> from sympy import Symbol
|
| 440 |
+
>>> F = Symbol('F')
|
| 441 |
+
>>> obstacle_set_pathway.to_loads(F)
|
| 442 |
+
[(pA, sqrt(2)*F/2*A.x + sqrt(2)*F/2*A.y),
|
| 443 |
+
(pB, - sqrt(2)*F/2*A.x - sqrt(2)*F/2*A.y),
|
| 444 |
+
(pB, - F/sqrt(2*cos(q(t)) + 2)*A.y - F/sqrt(2*cos(q(t)) + 2)*B.y),
|
| 445 |
+
(pC, F/sqrt(2*cos(q(t)) + 2)*A.y + F/sqrt(2*cos(q(t)) + 2)*B.y),
|
| 446 |
+
(pC, - sqrt(2)*F/2*B.x + sqrt(2)*F/2*B.y),
|
| 447 |
+
(pD, sqrt(2)*F/2*B.x - sqrt(2)*F/2*B.y)]
|
| 448 |
+
|
| 449 |
+
Parameters
|
| 450 |
+
==========
|
| 451 |
+
|
| 452 |
+
force : Expr
|
| 453 |
+
The force acting along the length of the pathway. It is assumed
|
| 454 |
+
that this ``Expr`` represents an expansile force.
|
| 455 |
+
|
| 456 |
+
"""
|
| 457 |
+
loads = []
|
| 458 |
+
attachment_pairs = zip(self.attachments[:-1], self.attachments[1:])
|
| 459 |
+
for attachment_pair in attachment_pairs:
|
| 460 |
+
relative_position = _point_pair_relative_position(*attachment_pair)
|
| 461 |
+
length = _point_pair_length(*attachment_pair)
|
| 462 |
+
loads.extend([
|
| 463 |
+
Force(attachment_pair[0], -force*relative_position/length),
|
| 464 |
+
Force(attachment_pair[1], force*relative_position/length),
|
| 465 |
+
])
|
| 466 |
+
return loads
|
| 467 |
+
|
| 468 |
+
|
| 469 |
+
class WrappingPathway(PathwayBase):
|
| 470 |
+
"""Pathway that wraps a geometry object.
|
| 471 |
+
|
| 472 |
+
Explanation
|
| 473 |
+
===========
|
| 474 |
+
|
| 475 |
+
A wrapping pathway interacts with a geometry object and forms a path that
|
| 476 |
+
wraps smoothly along its surface. The wrapping pathway along the geometry
|
| 477 |
+
object will be the geodesic that the geometry object defines based on the
|
| 478 |
+
two points. It will not interact with any other objects in the system, i.e.
|
| 479 |
+
a ``WrappingPathway`` will intersect other objects to ensure that the path
|
| 480 |
+
between its two ends (its attachments) is the shortest possible.
|
| 481 |
+
|
| 482 |
+
To explain the sign conventions used for pathway length, extension
|
| 483 |
+
velocity, and direction of applied forces, we can ignore the geometry with
|
| 484 |
+
which the wrapping pathway interacts. A wrapping pathway is made up of two
|
| 485 |
+
points that can move relative to each other, and a pair of equal and
|
| 486 |
+
opposite forces acting on the points. If the positive time-varying
|
| 487 |
+
Euclidean distance between the two points is defined, then the "extension
|
| 488 |
+
velocity" is the time derivative of this distance. The extension velocity
|
| 489 |
+
is positive when the two points are moving away from each other and
|
| 490 |
+
negative when moving closer to each other. The direction for the force
|
| 491 |
+
acting on either point is determined by constructing a unit vector directed
|
| 492 |
+
from the other point to this point. This establishes a sign convention such
|
| 493 |
+
that a positive force magnitude tends to push the points apart. The
|
| 494 |
+
following diagram shows the positive force sense and the distance between
|
| 495 |
+
the points::
|
| 496 |
+
|
| 497 |
+
P Q
|
| 498 |
+
o<--- F --->o
|
| 499 |
+
| |
|
| 500 |
+
|<--l(t)--->|
|
| 501 |
+
|
| 502 |
+
Examples
|
| 503 |
+
========
|
| 504 |
+
|
| 505 |
+
>>> from sympy.physics.mechanics import WrappingPathway
|
| 506 |
+
|
| 507 |
+
To construct a wrapping pathway, like other pathways, a pair of points must
|
| 508 |
+
be passed, followed by an instance of a wrapping geometry class as a
|
| 509 |
+
keyword argument. We'll use a cylinder with radius ``r`` and its axis
|
| 510 |
+
parallel to ``N.x`` passing through a point ``pO``.
|
| 511 |
+
|
| 512 |
+
>>> from sympy import symbols
|
| 513 |
+
>>> from sympy.physics.mechanics import Point, ReferenceFrame, WrappingCylinder
|
| 514 |
+
>>> r = symbols('r')
|
| 515 |
+
>>> N = ReferenceFrame('N')
|
| 516 |
+
>>> pA, pB, pO = Point('pA'), Point('pB'), Point('pO')
|
| 517 |
+
>>> cylinder = WrappingCylinder(r, pO, N.x)
|
| 518 |
+
>>> wrapping_pathway = WrappingPathway(pA, pB, cylinder)
|
| 519 |
+
>>> wrapping_pathway
|
| 520 |
+
WrappingPathway(pA, pB, geometry=WrappingCylinder(radius=r, point=pO,
|
| 521 |
+
axis=N.x))
|
| 522 |
+
|
| 523 |
+
Parameters
|
| 524 |
+
==========
|
| 525 |
+
|
| 526 |
+
attachment_1 : Point
|
| 527 |
+
First of the pair of ``Point`` objects between which the wrapping
|
| 528 |
+
pathway spans.
|
| 529 |
+
attachment_2 : Point
|
| 530 |
+
Second of the pair of ``Point`` objects between which the wrapping
|
| 531 |
+
pathway spans.
|
| 532 |
+
geometry : WrappingGeometryBase
|
| 533 |
+
Geometry about which the pathway wraps.
|
| 534 |
+
|
| 535 |
+
"""
|
| 536 |
+
|
| 537 |
+
def __init__(self, attachment_1, attachment_2, geometry):
|
| 538 |
+
"""Initializer for ``WrappingPathway``.
|
| 539 |
+
|
| 540 |
+
Parameters
|
| 541 |
+
==========
|
| 542 |
+
|
| 543 |
+
attachment_1 : Point
|
| 544 |
+
First of the pair of ``Point`` objects between which the wrapping
|
| 545 |
+
pathway spans.
|
| 546 |
+
attachment_2 : Point
|
| 547 |
+
Second of the pair of ``Point`` objects between which the wrapping
|
| 548 |
+
pathway spans.
|
| 549 |
+
geometry : WrappingGeometryBase
|
| 550 |
+
Geometry about which the pathway wraps.
|
| 551 |
+
The geometry about which the pathway wraps.
|
| 552 |
+
|
| 553 |
+
"""
|
| 554 |
+
super().__init__(attachment_1, attachment_2)
|
| 555 |
+
self.geometry = geometry
|
| 556 |
+
|
| 557 |
+
@property
|
| 558 |
+
def geometry(self):
|
| 559 |
+
"""Geometry around which the pathway wraps."""
|
| 560 |
+
return self._geometry
|
| 561 |
+
|
| 562 |
+
@geometry.setter
|
| 563 |
+
def geometry(self, geometry):
|
| 564 |
+
if hasattr(self, '_geometry'):
|
| 565 |
+
msg = (
|
| 566 |
+
f'Can\'t set attribute `geometry` to {repr(geometry)} as it '
|
| 567 |
+
f'is immutable.'
|
| 568 |
+
)
|
| 569 |
+
raise AttributeError(msg)
|
| 570 |
+
if not isinstance(geometry, WrappingGeometryBase):
|
| 571 |
+
msg = (
|
| 572 |
+
f'Value {repr(geometry)} passed to `geometry` was of type '
|
| 573 |
+
f'{type(geometry)}, must be {WrappingGeometryBase}.'
|
| 574 |
+
)
|
| 575 |
+
raise TypeError(msg)
|
| 576 |
+
self._geometry = geometry
|
| 577 |
+
|
| 578 |
+
@property
|
| 579 |
+
def length(self):
|
| 580 |
+
"""Exact analytical expression for the pathway's length."""
|
| 581 |
+
return self.geometry.geodesic_length(*self.attachments)
|
| 582 |
+
|
| 583 |
+
@property
|
| 584 |
+
def extension_velocity(self):
|
| 585 |
+
"""Exact analytical expression for the pathway's extension velocity."""
|
| 586 |
+
return self.length.diff(dynamicsymbols._t)
|
| 587 |
+
|
| 588 |
+
def to_loads(self, force):
|
| 589 |
+
"""Loads required by the equations of motion method classes.
|
| 590 |
+
|
| 591 |
+
Explanation
|
| 592 |
+
===========
|
| 593 |
+
|
| 594 |
+
``KanesMethod`` requires a list of ``Point``-``Vector`` tuples to be
|
| 595 |
+
passed to the ``loads`` parameters of its ``kanes_equations`` method
|
| 596 |
+
when constructing the equations of motion. This method acts as a
|
| 597 |
+
utility to produce the correctly-structred pairs of points and vectors
|
| 598 |
+
required so that these can be easily concatenated with other items in
|
| 599 |
+
the list of loads and passed to ``KanesMethod.kanes_equations``. These
|
| 600 |
+
loads are also in the correct form to also be passed to the other
|
| 601 |
+
equations of motion method classes, e.g. ``LagrangesMethod``.
|
| 602 |
+
|
| 603 |
+
Examples
|
| 604 |
+
========
|
| 605 |
+
|
| 606 |
+
The below example shows how to generate the loads produced in an
|
| 607 |
+
actuator that produces an expansile force ``F`` while wrapping around a
|
| 608 |
+
cylinder. First, create a cylinder with radius ``r`` and an axis
|
| 609 |
+
parallel to the ``N.z`` direction of the global frame ``N`` that also
|
| 610 |
+
passes through a point ``pO``.
|
| 611 |
+
|
| 612 |
+
>>> from sympy import symbols
|
| 613 |
+
>>> from sympy.physics.mechanics import (Point, ReferenceFrame,
|
| 614 |
+
... WrappingCylinder)
|
| 615 |
+
>>> N = ReferenceFrame('N')
|
| 616 |
+
>>> r = symbols('r', positive=True)
|
| 617 |
+
>>> pO = Point('pO')
|
| 618 |
+
>>> cylinder = WrappingCylinder(r, pO, N.z)
|
| 619 |
+
|
| 620 |
+
Create the pathway of the actuator using the ``WrappingPathway`` class,
|
| 621 |
+
defined to span between two points ``pA`` and ``pB``. Both points lie
|
| 622 |
+
on the surface of the cylinder and the location of ``pB`` is defined
|
| 623 |
+
relative to ``pA`` by the dynamics symbol ``q``.
|
| 624 |
+
|
| 625 |
+
>>> from sympy import cos, sin
|
| 626 |
+
>>> from sympy.physics.mechanics import WrappingPathway, dynamicsymbols
|
| 627 |
+
>>> q = dynamicsymbols('q')
|
| 628 |
+
>>> pA = Point('pA')
|
| 629 |
+
>>> pB = Point('pB')
|
| 630 |
+
>>> pA.set_pos(pO, r*N.x)
|
| 631 |
+
>>> pB.set_pos(pO, r*(cos(q)*N.x + sin(q)*N.y))
|
| 632 |
+
>>> pB.pos_from(pA)
|
| 633 |
+
(r*cos(q(t)) - r)*N.x + r*sin(q(t))*N.y
|
| 634 |
+
>>> pathway = WrappingPathway(pA, pB, cylinder)
|
| 635 |
+
|
| 636 |
+
Now create a symbol ``F`` to describe the magnitude of the (expansile)
|
| 637 |
+
force that will be produced along the pathway. The list of loads that
|
| 638 |
+
``KanesMethod`` requires can be produced by calling the pathway's
|
| 639 |
+
``to_loads`` method with ``F`` passed as the only argument.
|
| 640 |
+
|
| 641 |
+
>>> F = symbols('F')
|
| 642 |
+
>>> loads = pathway.to_loads(F)
|
| 643 |
+
>>> [load.__class__(load.location, load.vector.simplify()) for load in loads]
|
| 644 |
+
[(pA, F*N.y), (pB, F*sin(q(t))*N.x - F*cos(q(t))*N.y),
|
| 645 |
+
(pO, - F*sin(q(t))*N.x + F*(cos(q(t)) - 1)*N.y)]
|
| 646 |
+
|
| 647 |
+
Parameters
|
| 648 |
+
==========
|
| 649 |
+
|
| 650 |
+
force : Expr
|
| 651 |
+
Magnitude of the force acting along the length of the pathway. It
|
| 652 |
+
is assumed that this ``Expr`` represents an expansile force.
|
| 653 |
+
|
| 654 |
+
"""
|
| 655 |
+
pA, pB = self.attachments
|
| 656 |
+
pO = self.geometry.point
|
| 657 |
+
pA_force, pB_force = self.geometry.geodesic_end_vectors(pA, pB)
|
| 658 |
+
pO_force = -(pA_force + pB_force)
|
| 659 |
+
|
| 660 |
+
loads = [
|
| 661 |
+
Force(pA, force * pA_force),
|
| 662 |
+
Force(pB, force * pB_force),
|
| 663 |
+
Force(pO, force * pO_force),
|
| 664 |
+
]
|
| 665 |
+
return loads
|
| 666 |
+
|
| 667 |
+
def __repr__(self):
|
| 668 |
+
"""Representation of a ``WrappingPathway``."""
|
| 669 |
+
attachments = ', '.join(str(a) for a in self.attachments)
|
| 670 |
+
return (
|
| 671 |
+
f'{self.__class__.__name__}({attachments}, '
|
| 672 |
+
f'geometry={self.geometry})'
|
| 673 |
+
)
|
| 674 |
+
|
| 675 |
+
|
| 676 |
+
def _point_pair_relative_position(point_1, point_2):
|
| 677 |
+
"""The relative position between a pair of points."""
|
| 678 |
+
return point_2.pos_from(point_1)
|
| 679 |
+
|
| 680 |
+
|
| 681 |
+
def _point_pair_length(point_1, point_2):
|
| 682 |
+
"""The length of the direct linear path between two points."""
|
| 683 |
+
return _point_pair_relative_position(point_1, point_2).magnitude()
|
| 684 |
+
|
| 685 |
+
|
| 686 |
+
def _point_pair_extension_velocity(point_1, point_2):
|
| 687 |
+
"""The extension velocity of the direct linear path between two points."""
|
| 688 |
+
return _point_pair_length(point_1, point_2).diff(dynamicsymbols._t)
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/rigidbody.py
ADDED
|
@@ -0,0 +1,314 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from sympy import Symbol, S
|
| 2 |
+
from sympy.physics.vector import ReferenceFrame, Dyadic, Point, dot
|
| 3 |
+
from sympy.physics.mechanics.body_base import BodyBase
|
| 4 |
+
from sympy.physics.mechanics.inertia import inertia_of_point_mass, Inertia
|
| 5 |
+
from sympy.utilities.exceptions import sympy_deprecation_warning
|
| 6 |
+
|
| 7 |
+
__all__ = ['RigidBody']
|
| 8 |
+
|
| 9 |
+
|
| 10 |
+
class RigidBody(BodyBase):
|
| 11 |
+
"""An idealized rigid body.
|
| 12 |
+
|
| 13 |
+
Explanation
|
| 14 |
+
===========
|
| 15 |
+
|
| 16 |
+
This is essentially a container which holds the various components which
|
| 17 |
+
describe a rigid body: a name, mass, center of mass, reference frame, and
|
| 18 |
+
inertia.
|
| 19 |
+
|
| 20 |
+
All of these need to be supplied on creation, but can be changed
|
| 21 |
+
afterwards.
|
| 22 |
+
|
| 23 |
+
Attributes
|
| 24 |
+
==========
|
| 25 |
+
|
| 26 |
+
name : string
|
| 27 |
+
The body's name.
|
| 28 |
+
masscenter : Point
|
| 29 |
+
The point which represents the center of mass of the rigid body.
|
| 30 |
+
frame : ReferenceFrame
|
| 31 |
+
The ReferenceFrame which the rigid body is fixed in.
|
| 32 |
+
mass : Sympifyable
|
| 33 |
+
The body's mass.
|
| 34 |
+
inertia : (Dyadic, Point)
|
| 35 |
+
The body's inertia about a point; stored in a tuple as shown above.
|
| 36 |
+
potential_energy : Sympifyable
|
| 37 |
+
The potential energy of the RigidBody.
|
| 38 |
+
|
| 39 |
+
Examples
|
| 40 |
+
========
|
| 41 |
+
|
| 42 |
+
>>> from sympy import Symbol
|
| 43 |
+
>>> from sympy.physics.mechanics import ReferenceFrame, Point, RigidBody
|
| 44 |
+
>>> from sympy.physics.mechanics import outer
|
| 45 |
+
>>> m = Symbol('m')
|
| 46 |
+
>>> A = ReferenceFrame('A')
|
| 47 |
+
>>> P = Point('P')
|
| 48 |
+
>>> I = outer (A.x, A.x)
|
| 49 |
+
>>> inertia_tuple = (I, P)
|
| 50 |
+
>>> B = RigidBody('B', P, A, m, inertia_tuple)
|
| 51 |
+
>>> # Or you could change them afterwards
|
| 52 |
+
>>> m2 = Symbol('m2')
|
| 53 |
+
>>> B.mass = m2
|
| 54 |
+
|
| 55 |
+
"""
|
| 56 |
+
|
| 57 |
+
def __init__(self, name, masscenter=None, frame=None, mass=None,
|
| 58 |
+
inertia=None):
|
| 59 |
+
super().__init__(name, masscenter, mass)
|
| 60 |
+
if frame is None:
|
| 61 |
+
frame = ReferenceFrame(f'{name}_frame')
|
| 62 |
+
self.frame = frame
|
| 63 |
+
if inertia is None:
|
| 64 |
+
ixx = Symbol(f'{name}_ixx')
|
| 65 |
+
iyy = Symbol(f'{name}_iyy')
|
| 66 |
+
izz = Symbol(f'{name}_izz')
|
| 67 |
+
izx = Symbol(f'{name}_izx')
|
| 68 |
+
ixy = Symbol(f'{name}_ixy')
|
| 69 |
+
iyz = Symbol(f'{name}_iyz')
|
| 70 |
+
inertia = Inertia.from_inertia_scalars(self.masscenter, self.frame,
|
| 71 |
+
ixx, iyy, izz, ixy, iyz, izx)
|
| 72 |
+
self.inertia = inertia
|
| 73 |
+
|
| 74 |
+
def __repr__(self):
|
| 75 |
+
return (f'{self.__class__.__name__}({repr(self.name)}, masscenter='
|
| 76 |
+
f'{repr(self.masscenter)}, frame={repr(self.frame)}, mass='
|
| 77 |
+
f'{repr(self.mass)}, inertia={repr(self.inertia)})')
|
| 78 |
+
|
| 79 |
+
@property
|
| 80 |
+
def frame(self):
|
| 81 |
+
"""The ReferenceFrame fixed to the body."""
|
| 82 |
+
return self._frame
|
| 83 |
+
|
| 84 |
+
@frame.setter
|
| 85 |
+
def frame(self, F):
|
| 86 |
+
if not isinstance(F, ReferenceFrame):
|
| 87 |
+
raise TypeError("RigidBody frame must be a ReferenceFrame object.")
|
| 88 |
+
self._frame = F
|
| 89 |
+
|
| 90 |
+
@property
|
| 91 |
+
def x(self):
|
| 92 |
+
"""The basis Vector for the body, in the x direction. """
|
| 93 |
+
return self.frame.x
|
| 94 |
+
|
| 95 |
+
@property
|
| 96 |
+
def y(self):
|
| 97 |
+
"""The basis Vector for the body, in the y direction. """
|
| 98 |
+
return self.frame.y
|
| 99 |
+
|
| 100 |
+
@property
|
| 101 |
+
def z(self):
|
| 102 |
+
"""The basis Vector for the body, in the z direction. """
|
| 103 |
+
return self.frame.z
|
| 104 |
+
|
| 105 |
+
@property
|
| 106 |
+
def inertia(self):
|
| 107 |
+
"""The body's inertia about a point; stored as (Dyadic, Point)."""
|
| 108 |
+
return self._inertia
|
| 109 |
+
|
| 110 |
+
@inertia.setter
|
| 111 |
+
def inertia(self, I):
|
| 112 |
+
# check if I is of the form (Dyadic, Point)
|
| 113 |
+
if len(I) != 2 or not isinstance(I[0], Dyadic) or not isinstance(I[1], Point):
|
| 114 |
+
raise TypeError("RigidBody inertia must be a tuple of the form (Dyadic, Point).")
|
| 115 |
+
|
| 116 |
+
self._inertia = Inertia(I[0], I[1])
|
| 117 |
+
# have I S/O, want I S/S*
|
| 118 |
+
# I S/O = I S/S* + I S*/O; I S/S* = I S/O - I S*/O
|
| 119 |
+
# I_S/S* = I_S/O - I_S*/O
|
| 120 |
+
I_Ss_O = inertia_of_point_mass(self.mass,
|
| 121 |
+
self.masscenter.pos_from(I[1]),
|
| 122 |
+
self.frame)
|
| 123 |
+
self._central_inertia = I[0] - I_Ss_O
|
| 124 |
+
|
| 125 |
+
@property
|
| 126 |
+
def central_inertia(self):
|
| 127 |
+
"""The body's central inertia dyadic."""
|
| 128 |
+
return self._central_inertia
|
| 129 |
+
|
| 130 |
+
@central_inertia.setter
|
| 131 |
+
def central_inertia(self, I):
|
| 132 |
+
if not isinstance(I, Dyadic):
|
| 133 |
+
raise TypeError("RigidBody inertia must be a Dyadic object.")
|
| 134 |
+
self.inertia = Inertia(I, self.masscenter)
|
| 135 |
+
|
| 136 |
+
def linear_momentum(self, frame):
|
| 137 |
+
""" Linear momentum of the rigid body.
|
| 138 |
+
|
| 139 |
+
Explanation
|
| 140 |
+
===========
|
| 141 |
+
|
| 142 |
+
The linear momentum L, of a rigid body B, with respect to frame N is
|
| 143 |
+
given by:
|
| 144 |
+
|
| 145 |
+
``L = m * v``
|
| 146 |
+
|
| 147 |
+
where m is the mass of the rigid body, and v is the velocity of the mass
|
| 148 |
+
center of B in the frame N.
|
| 149 |
+
|
| 150 |
+
Parameters
|
| 151 |
+
==========
|
| 152 |
+
|
| 153 |
+
frame : ReferenceFrame
|
| 154 |
+
The frame in which linear momentum is desired.
|
| 155 |
+
|
| 156 |
+
Examples
|
| 157 |
+
========
|
| 158 |
+
|
| 159 |
+
>>> from sympy.physics.mechanics import Point, ReferenceFrame, outer
|
| 160 |
+
>>> from sympy.physics.mechanics import RigidBody, dynamicsymbols
|
| 161 |
+
>>> from sympy.physics.vector import init_vprinting
|
| 162 |
+
>>> init_vprinting(pretty_print=False)
|
| 163 |
+
>>> m, v = dynamicsymbols('m v')
|
| 164 |
+
>>> N = ReferenceFrame('N')
|
| 165 |
+
>>> P = Point('P')
|
| 166 |
+
>>> P.set_vel(N, v * N.x)
|
| 167 |
+
>>> I = outer (N.x, N.x)
|
| 168 |
+
>>> Inertia_tuple = (I, P)
|
| 169 |
+
>>> B = RigidBody('B', P, N, m, Inertia_tuple)
|
| 170 |
+
>>> B.linear_momentum(N)
|
| 171 |
+
m*v*N.x
|
| 172 |
+
|
| 173 |
+
"""
|
| 174 |
+
|
| 175 |
+
return self.mass * self.masscenter.vel(frame)
|
| 176 |
+
|
| 177 |
+
def angular_momentum(self, point, frame):
|
| 178 |
+
"""Returns the angular momentum of the rigid body about a point in the
|
| 179 |
+
given frame.
|
| 180 |
+
|
| 181 |
+
Explanation
|
| 182 |
+
===========
|
| 183 |
+
|
| 184 |
+
The angular momentum H of a rigid body B about some point O in a frame N
|
| 185 |
+
is given by:
|
| 186 |
+
|
| 187 |
+
``H = dot(I, w) + cross(r, m * v)``
|
| 188 |
+
|
| 189 |
+
where I and m are the central inertia dyadic and mass of rigid body B, w
|
| 190 |
+
is the angular velocity of body B in the frame N, r is the position
|
| 191 |
+
vector from point O to the mass center of B, and v is the velocity of
|
| 192 |
+
the mass center in the frame N.
|
| 193 |
+
|
| 194 |
+
Parameters
|
| 195 |
+
==========
|
| 196 |
+
|
| 197 |
+
point : Point
|
| 198 |
+
The point about which angular momentum is desired.
|
| 199 |
+
frame : ReferenceFrame
|
| 200 |
+
The frame in which angular momentum is desired.
|
| 201 |
+
|
| 202 |
+
Examples
|
| 203 |
+
========
|
| 204 |
+
|
| 205 |
+
>>> from sympy.physics.mechanics import Point, ReferenceFrame, outer
|
| 206 |
+
>>> from sympy.physics.mechanics import RigidBody, dynamicsymbols
|
| 207 |
+
>>> from sympy.physics.vector import init_vprinting
|
| 208 |
+
>>> init_vprinting(pretty_print=False)
|
| 209 |
+
>>> m, v, r, omega = dynamicsymbols('m v r omega')
|
| 210 |
+
>>> N = ReferenceFrame('N')
|
| 211 |
+
>>> b = ReferenceFrame('b')
|
| 212 |
+
>>> b.set_ang_vel(N, omega * b.x)
|
| 213 |
+
>>> P = Point('P')
|
| 214 |
+
>>> P.set_vel(N, 1 * N.x)
|
| 215 |
+
>>> I = outer(b.x, b.x)
|
| 216 |
+
>>> B = RigidBody('B', P, b, m, (I, P))
|
| 217 |
+
>>> B.angular_momentum(P, N)
|
| 218 |
+
omega*b.x
|
| 219 |
+
|
| 220 |
+
"""
|
| 221 |
+
I = self.central_inertia
|
| 222 |
+
w = self.frame.ang_vel_in(frame)
|
| 223 |
+
m = self.mass
|
| 224 |
+
r = self.masscenter.pos_from(point)
|
| 225 |
+
v = self.masscenter.vel(frame)
|
| 226 |
+
|
| 227 |
+
return I.dot(w) + r.cross(m * v)
|
| 228 |
+
|
| 229 |
+
def kinetic_energy(self, frame):
|
| 230 |
+
"""Kinetic energy of the rigid body.
|
| 231 |
+
|
| 232 |
+
Explanation
|
| 233 |
+
===========
|
| 234 |
+
|
| 235 |
+
The kinetic energy, T, of a rigid body, B, is given by:
|
| 236 |
+
|
| 237 |
+
``T = 1/2 * (dot(dot(I, w), w) + dot(m * v, v))``
|
| 238 |
+
|
| 239 |
+
where I and m are the central inertia dyadic and mass of rigid body B
|
| 240 |
+
respectively, w is the body's angular velocity, and v is the velocity of
|
| 241 |
+
the body's mass center in the supplied ReferenceFrame.
|
| 242 |
+
|
| 243 |
+
Parameters
|
| 244 |
+
==========
|
| 245 |
+
|
| 246 |
+
frame : ReferenceFrame
|
| 247 |
+
The RigidBody's angular velocity and the velocity of it's mass
|
| 248 |
+
center are typically defined with respect to an inertial frame but
|
| 249 |
+
any relevant frame in which the velocities are known can be
|
| 250 |
+
supplied.
|
| 251 |
+
|
| 252 |
+
Examples
|
| 253 |
+
========
|
| 254 |
+
|
| 255 |
+
>>> from sympy.physics.mechanics import Point, ReferenceFrame, outer
|
| 256 |
+
>>> from sympy.physics.mechanics import RigidBody
|
| 257 |
+
>>> from sympy import symbols
|
| 258 |
+
>>> m, v, r, omega = symbols('m v r omega')
|
| 259 |
+
>>> N = ReferenceFrame('N')
|
| 260 |
+
>>> b = ReferenceFrame('b')
|
| 261 |
+
>>> b.set_ang_vel(N, omega * b.x)
|
| 262 |
+
>>> P = Point('P')
|
| 263 |
+
>>> P.set_vel(N, v * N.x)
|
| 264 |
+
>>> I = outer (b.x, b.x)
|
| 265 |
+
>>> inertia_tuple = (I, P)
|
| 266 |
+
>>> B = RigidBody('B', P, b, m, inertia_tuple)
|
| 267 |
+
>>> B.kinetic_energy(N)
|
| 268 |
+
m*v**2/2 + omega**2/2
|
| 269 |
+
|
| 270 |
+
"""
|
| 271 |
+
|
| 272 |
+
rotational_KE = S.Half * dot(
|
| 273 |
+
self.frame.ang_vel_in(frame),
|
| 274 |
+
dot(self.central_inertia, self.frame.ang_vel_in(frame)))
|
| 275 |
+
translational_KE = S.Half * self.mass * dot(self.masscenter.vel(frame),
|
| 276 |
+
self.masscenter.vel(frame))
|
| 277 |
+
return rotational_KE + translational_KE
|
| 278 |
+
|
| 279 |
+
def set_potential_energy(self, scalar):
|
| 280 |
+
sympy_deprecation_warning(
|
| 281 |
+
"""
|
| 282 |
+
The sympy.physics.mechanics.RigidBody.set_potential_energy()
|
| 283 |
+
method is deprecated. Instead use
|
| 284 |
+
|
| 285 |
+
B.potential_energy = scalar
|
| 286 |
+
""",
|
| 287 |
+
deprecated_since_version="1.5",
|
| 288 |
+
active_deprecations_target="deprecated-set-potential-energy",
|
| 289 |
+
)
|
| 290 |
+
self.potential_energy = scalar
|
| 291 |
+
|
| 292 |
+
def parallel_axis(self, point, frame=None):
|
| 293 |
+
"""Returns the inertia dyadic of the body with respect to another point.
|
| 294 |
+
|
| 295 |
+
Parameters
|
| 296 |
+
==========
|
| 297 |
+
|
| 298 |
+
point : sympy.physics.vector.Point
|
| 299 |
+
The point to express the inertia dyadic about.
|
| 300 |
+
frame : sympy.physics.vector.ReferenceFrame
|
| 301 |
+
The reference frame used to construct the dyadic.
|
| 302 |
+
|
| 303 |
+
Returns
|
| 304 |
+
=======
|
| 305 |
+
|
| 306 |
+
inertia : sympy.physics.vector.Dyadic
|
| 307 |
+
The inertia dyadic of the rigid body expressed about the provided
|
| 308 |
+
point.
|
| 309 |
+
|
| 310 |
+
"""
|
| 311 |
+
if frame is None:
|
| 312 |
+
frame = self.frame
|
| 313 |
+
return self.central_inertia + inertia_of_point_mass(
|
| 314 |
+
self.mass, self.masscenter.pos_from(point), frame)
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_actuator.py
ADDED
|
@@ -0,0 +1,851 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
"""Tests for the ``sympy.physics.mechanics.actuator.py`` module."""
|
| 2 |
+
|
| 3 |
+
import pytest
|
| 4 |
+
|
| 5 |
+
from sympy import (
|
| 6 |
+
S,
|
| 7 |
+
Matrix,
|
| 8 |
+
Symbol,
|
| 9 |
+
SympifyError,
|
| 10 |
+
sqrt,
|
| 11 |
+
Abs
|
| 12 |
+
)
|
| 13 |
+
from sympy.physics.mechanics import (
|
| 14 |
+
ActuatorBase,
|
| 15 |
+
Force,
|
| 16 |
+
ForceActuator,
|
| 17 |
+
KanesMethod,
|
| 18 |
+
LinearDamper,
|
| 19 |
+
LinearPathway,
|
| 20 |
+
LinearSpring,
|
| 21 |
+
Particle,
|
| 22 |
+
PinJoint,
|
| 23 |
+
Point,
|
| 24 |
+
ReferenceFrame,
|
| 25 |
+
RigidBody,
|
| 26 |
+
TorqueActuator,
|
| 27 |
+
Vector,
|
| 28 |
+
dynamicsymbols,
|
| 29 |
+
DuffingSpring,
|
| 30 |
+
)
|
| 31 |
+
|
| 32 |
+
from sympy.core.expr import Expr as ExprType
|
| 33 |
+
|
| 34 |
+
target = RigidBody('target')
|
| 35 |
+
reaction = RigidBody('reaction')
|
| 36 |
+
|
| 37 |
+
|
| 38 |
+
class TestForceActuator:
|
| 39 |
+
|
| 40 |
+
@pytest.fixture(autouse=True)
|
| 41 |
+
def _linear_pathway_fixture(self):
|
| 42 |
+
self.force = Symbol('F')
|
| 43 |
+
self.pA = Point('pA')
|
| 44 |
+
self.pB = Point('pB')
|
| 45 |
+
self.pathway = LinearPathway(self.pA, self.pB)
|
| 46 |
+
self.q1 = dynamicsymbols('q1')
|
| 47 |
+
self.q2 = dynamicsymbols('q2')
|
| 48 |
+
self.q3 = dynamicsymbols('q3')
|
| 49 |
+
self.q1d = dynamicsymbols('q1', 1)
|
| 50 |
+
self.q2d = dynamicsymbols('q2', 1)
|
| 51 |
+
self.q3d = dynamicsymbols('q3', 1)
|
| 52 |
+
self.N = ReferenceFrame('N')
|
| 53 |
+
|
| 54 |
+
def test_is_actuator_base_subclass(self):
|
| 55 |
+
assert issubclass(ForceActuator, ActuatorBase)
|
| 56 |
+
|
| 57 |
+
@pytest.mark.parametrize(
|
| 58 |
+
'force, expected_force',
|
| 59 |
+
[
|
| 60 |
+
(1, S.One),
|
| 61 |
+
(S.One, S.One),
|
| 62 |
+
(Symbol('F'), Symbol('F')),
|
| 63 |
+
(dynamicsymbols('F'), dynamicsymbols('F')),
|
| 64 |
+
(Symbol('F')**2 + Symbol('F'), Symbol('F')**2 + Symbol('F')),
|
| 65 |
+
]
|
| 66 |
+
)
|
| 67 |
+
def test_valid_constructor_force(self, force, expected_force):
|
| 68 |
+
instance = ForceActuator(force, self.pathway)
|
| 69 |
+
assert isinstance(instance, ForceActuator)
|
| 70 |
+
assert hasattr(instance, 'force')
|
| 71 |
+
assert isinstance(instance.force, ExprType)
|
| 72 |
+
assert instance.force == expected_force
|
| 73 |
+
|
| 74 |
+
@pytest.mark.parametrize('force', [None, 'F'])
|
| 75 |
+
def test_invalid_constructor_force_not_sympifyable(self, force):
|
| 76 |
+
with pytest.raises(SympifyError):
|
| 77 |
+
_ = ForceActuator(force, self.pathway)
|
| 78 |
+
|
| 79 |
+
@pytest.mark.parametrize(
|
| 80 |
+
'pathway',
|
| 81 |
+
[
|
| 82 |
+
LinearPathway(Point('pA'), Point('pB')),
|
| 83 |
+
]
|
| 84 |
+
)
|
| 85 |
+
def test_valid_constructor_pathway(self, pathway):
|
| 86 |
+
instance = ForceActuator(self.force, pathway)
|
| 87 |
+
assert isinstance(instance, ForceActuator)
|
| 88 |
+
assert hasattr(instance, 'pathway')
|
| 89 |
+
assert isinstance(instance.pathway, LinearPathway)
|
| 90 |
+
assert instance.pathway == pathway
|
| 91 |
+
|
| 92 |
+
def test_invalid_constructor_pathway_not_pathway_base(self):
|
| 93 |
+
with pytest.raises(TypeError):
|
| 94 |
+
_ = ForceActuator(self.force, None)
|
| 95 |
+
|
| 96 |
+
@pytest.mark.parametrize(
|
| 97 |
+
'property_name, fixture_attr_name',
|
| 98 |
+
[
|
| 99 |
+
('force', 'force'),
|
| 100 |
+
('pathway', 'pathway'),
|
| 101 |
+
]
|
| 102 |
+
)
|
| 103 |
+
def test_properties_are_immutable(self, property_name, fixture_attr_name):
|
| 104 |
+
instance = ForceActuator(self.force, self.pathway)
|
| 105 |
+
value = getattr(self, fixture_attr_name)
|
| 106 |
+
with pytest.raises(AttributeError):
|
| 107 |
+
setattr(instance, property_name, value)
|
| 108 |
+
|
| 109 |
+
def test_repr(self):
|
| 110 |
+
actuator = ForceActuator(self.force, self.pathway)
|
| 111 |
+
expected = "ForceActuator(F, LinearPathway(pA, pB))"
|
| 112 |
+
assert repr(actuator) == expected
|
| 113 |
+
|
| 114 |
+
def test_to_loads_static_pathway(self):
|
| 115 |
+
self.pB.set_pos(self.pA, 2*self.N.x)
|
| 116 |
+
actuator = ForceActuator(self.force, self.pathway)
|
| 117 |
+
expected = [
|
| 118 |
+
(self.pA, - self.force*self.N.x),
|
| 119 |
+
(self.pB, self.force*self.N.x),
|
| 120 |
+
]
|
| 121 |
+
assert actuator.to_loads() == expected
|
| 122 |
+
|
| 123 |
+
def test_to_loads_2D_pathway(self):
|
| 124 |
+
self.pB.set_pos(self.pA, 2*self.q1*self.N.x)
|
| 125 |
+
actuator = ForceActuator(self.force, self.pathway)
|
| 126 |
+
expected = [
|
| 127 |
+
(self.pA, - self.force*(self.q1/sqrt(self.q1**2))*self.N.x),
|
| 128 |
+
(self.pB, self.force*(self.q1/sqrt(self.q1**2))*self.N.x),
|
| 129 |
+
]
|
| 130 |
+
assert actuator.to_loads() == expected
|
| 131 |
+
|
| 132 |
+
def test_to_loads_3D_pathway(self):
|
| 133 |
+
self.pB.set_pos(
|
| 134 |
+
self.pA,
|
| 135 |
+
self.q1*self.N.x - self.q2*self.N.y + 2*self.q3*self.N.z,
|
| 136 |
+
)
|
| 137 |
+
actuator = ForceActuator(self.force, self.pathway)
|
| 138 |
+
length = sqrt(self.q1**2 + self.q2**2 + 4*self.q3**2)
|
| 139 |
+
pO_force = (
|
| 140 |
+
- self.force*self.q1*self.N.x/length
|
| 141 |
+
+ self.force*self.q2*self.N.y/length
|
| 142 |
+
- 2*self.force*self.q3*self.N.z/length
|
| 143 |
+
)
|
| 144 |
+
pI_force = (
|
| 145 |
+
self.force*self.q1*self.N.x/length
|
| 146 |
+
- self.force*self.q2*self.N.y/length
|
| 147 |
+
+ 2*self.force*self.q3*self.N.z/length
|
| 148 |
+
)
|
| 149 |
+
expected = [
|
| 150 |
+
(self.pA, pO_force),
|
| 151 |
+
(self.pB, pI_force),
|
| 152 |
+
]
|
| 153 |
+
assert actuator.to_loads() == expected
|
| 154 |
+
|
| 155 |
+
|
| 156 |
+
class TestLinearSpring:
|
| 157 |
+
|
| 158 |
+
@pytest.fixture(autouse=True)
|
| 159 |
+
def _linear_spring_fixture(self):
|
| 160 |
+
self.stiffness = Symbol('k')
|
| 161 |
+
self.l = Symbol('l')
|
| 162 |
+
self.pA = Point('pA')
|
| 163 |
+
self.pB = Point('pB')
|
| 164 |
+
self.pathway = LinearPathway(self.pA, self.pB)
|
| 165 |
+
self.q = dynamicsymbols('q')
|
| 166 |
+
self.N = ReferenceFrame('N')
|
| 167 |
+
|
| 168 |
+
def test_is_force_actuator_subclass(self):
|
| 169 |
+
assert issubclass(LinearSpring, ForceActuator)
|
| 170 |
+
|
| 171 |
+
def test_is_actuator_base_subclass(self):
|
| 172 |
+
assert issubclass(LinearSpring, ActuatorBase)
|
| 173 |
+
|
| 174 |
+
@pytest.mark.parametrize(
|
| 175 |
+
(
|
| 176 |
+
'stiffness, '
|
| 177 |
+
'expected_stiffness, '
|
| 178 |
+
'equilibrium_length, '
|
| 179 |
+
'expected_equilibrium_length, '
|
| 180 |
+
'force'
|
| 181 |
+
),
|
| 182 |
+
[
|
| 183 |
+
(
|
| 184 |
+
1,
|
| 185 |
+
S.One,
|
| 186 |
+
0,
|
| 187 |
+
S.Zero,
|
| 188 |
+
-sqrt(dynamicsymbols('q')**2),
|
| 189 |
+
),
|
| 190 |
+
(
|
| 191 |
+
Symbol('k'),
|
| 192 |
+
Symbol('k'),
|
| 193 |
+
0,
|
| 194 |
+
S.Zero,
|
| 195 |
+
-Symbol('k')*sqrt(dynamicsymbols('q')**2),
|
| 196 |
+
),
|
| 197 |
+
(
|
| 198 |
+
Symbol('k'),
|
| 199 |
+
Symbol('k'),
|
| 200 |
+
S.Zero,
|
| 201 |
+
S.Zero,
|
| 202 |
+
-Symbol('k')*sqrt(dynamicsymbols('q')**2),
|
| 203 |
+
),
|
| 204 |
+
(
|
| 205 |
+
Symbol('k'),
|
| 206 |
+
Symbol('k'),
|
| 207 |
+
Symbol('l'),
|
| 208 |
+
Symbol('l'),
|
| 209 |
+
-Symbol('k')*(sqrt(dynamicsymbols('q')**2) - Symbol('l')),
|
| 210 |
+
),
|
| 211 |
+
]
|
| 212 |
+
)
|
| 213 |
+
def test_valid_constructor(
|
| 214 |
+
self,
|
| 215 |
+
stiffness,
|
| 216 |
+
expected_stiffness,
|
| 217 |
+
equilibrium_length,
|
| 218 |
+
expected_equilibrium_length,
|
| 219 |
+
force,
|
| 220 |
+
):
|
| 221 |
+
self.pB.set_pos(self.pA, self.q*self.N.x)
|
| 222 |
+
spring = LinearSpring(stiffness, self.pathway, equilibrium_length)
|
| 223 |
+
|
| 224 |
+
assert isinstance(spring, LinearSpring)
|
| 225 |
+
|
| 226 |
+
assert hasattr(spring, 'stiffness')
|
| 227 |
+
assert isinstance(spring.stiffness, ExprType)
|
| 228 |
+
assert spring.stiffness == expected_stiffness
|
| 229 |
+
|
| 230 |
+
assert hasattr(spring, 'pathway')
|
| 231 |
+
assert isinstance(spring.pathway, LinearPathway)
|
| 232 |
+
assert spring.pathway == self.pathway
|
| 233 |
+
|
| 234 |
+
assert hasattr(spring, 'equilibrium_length')
|
| 235 |
+
assert isinstance(spring.equilibrium_length, ExprType)
|
| 236 |
+
assert spring.equilibrium_length == expected_equilibrium_length
|
| 237 |
+
|
| 238 |
+
assert hasattr(spring, 'force')
|
| 239 |
+
assert isinstance(spring.force, ExprType)
|
| 240 |
+
assert spring.force == force
|
| 241 |
+
|
| 242 |
+
@pytest.mark.parametrize('stiffness', [None, 'k'])
|
| 243 |
+
def test_invalid_constructor_stiffness_not_sympifyable(self, stiffness):
|
| 244 |
+
with pytest.raises(SympifyError):
|
| 245 |
+
_ = LinearSpring(stiffness, self.pathway, self.l)
|
| 246 |
+
|
| 247 |
+
def test_invalid_constructor_pathway_not_pathway_base(self):
|
| 248 |
+
with pytest.raises(TypeError):
|
| 249 |
+
_ = LinearSpring(self.stiffness, None, self.l)
|
| 250 |
+
|
| 251 |
+
@pytest.mark.parametrize('equilibrium_length', [None, 'l'])
|
| 252 |
+
def test_invalid_constructor_equilibrium_length_not_sympifyable(
|
| 253 |
+
self,
|
| 254 |
+
equilibrium_length,
|
| 255 |
+
):
|
| 256 |
+
with pytest.raises(SympifyError):
|
| 257 |
+
_ = LinearSpring(self.stiffness, self.pathway, equilibrium_length)
|
| 258 |
+
|
| 259 |
+
@pytest.mark.parametrize(
|
| 260 |
+
'property_name, fixture_attr_name',
|
| 261 |
+
[
|
| 262 |
+
('stiffness', 'stiffness'),
|
| 263 |
+
('pathway', 'pathway'),
|
| 264 |
+
('equilibrium_length', 'l'),
|
| 265 |
+
]
|
| 266 |
+
)
|
| 267 |
+
def test_properties_are_immutable(self, property_name, fixture_attr_name):
|
| 268 |
+
spring = LinearSpring(self.stiffness, self.pathway, self.l)
|
| 269 |
+
value = getattr(self, fixture_attr_name)
|
| 270 |
+
with pytest.raises(AttributeError):
|
| 271 |
+
setattr(spring, property_name, value)
|
| 272 |
+
|
| 273 |
+
@pytest.mark.parametrize(
|
| 274 |
+
'equilibrium_length, expected',
|
| 275 |
+
[
|
| 276 |
+
(S.Zero, 'LinearSpring(k, LinearPathway(pA, pB))'),
|
| 277 |
+
(
|
| 278 |
+
Symbol('l'),
|
| 279 |
+
'LinearSpring(k, LinearPathway(pA, pB), equilibrium_length=l)',
|
| 280 |
+
),
|
| 281 |
+
]
|
| 282 |
+
)
|
| 283 |
+
def test_repr(self, equilibrium_length, expected):
|
| 284 |
+
self.pB.set_pos(self.pA, self.q*self.N.x)
|
| 285 |
+
spring = LinearSpring(self.stiffness, self.pathway, equilibrium_length)
|
| 286 |
+
assert repr(spring) == expected
|
| 287 |
+
|
| 288 |
+
def test_to_loads(self):
|
| 289 |
+
self.pB.set_pos(self.pA, self.q*self.N.x)
|
| 290 |
+
spring = LinearSpring(self.stiffness, self.pathway, self.l)
|
| 291 |
+
normal = self.q/sqrt(self.q**2)*self.N.x
|
| 292 |
+
pA_force = self.stiffness*(sqrt(self.q**2) - self.l)*normal
|
| 293 |
+
pB_force = -self.stiffness*(sqrt(self.q**2) - self.l)*normal
|
| 294 |
+
expected = [Force(self.pA, pA_force), Force(self.pB, pB_force)]
|
| 295 |
+
loads = spring.to_loads()
|
| 296 |
+
|
| 297 |
+
for load, (point, vector) in zip(loads, expected):
|
| 298 |
+
assert isinstance(load, Force)
|
| 299 |
+
assert load.point == point
|
| 300 |
+
assert (load.vector - vector).simplify() == 0
|
| 301 |
+
|
| 302 |
+
|
| 303 |
+
class TestLinearDamper:
|
| 304 |
+
|
| 305 |
+
@pytest.fixture(autouse=True)
|
| 306 |
+
def _linear_damper_fixture(self):
|
| 307 |
+
self.damping = Symbol('c')
|
| 308 |
+
self.l = Symbol('l')
|
| 309 |
+
self.pA = Point('pA')
|
| 310 |
+
self.pB = Point('pB')
|
| 311 |
+
self.pathway = LinearPathway(self.pA, self.pB)
|
| 312 |
+
self.q = dynamicsymbols('q')
|
| 313 |
+
self.dq = dynamicsymbols('q', 1)
|
| 314 |
+
self.u = dynamicsymbols('u')
|
| 315 |
+
self.N = ReferenceFrame('N')
|
| 316 |
+
|
| 317 |
+
def test_is_force_actuator_subclass(self):
|
| 318 |
+
assert issubclass(LinearDamper, ForceActuator)
|
| 319 |
+
|
| 320 |
+
def test_is_actuator_base_subclass(self):
|
| 321 |
+
assert issubclass(LinearDamper, ActuatorBase)
|
| 322 |
+
|
| 323 |
+
def test_valid_constructor(self):
|
| 324 |
+
self.pB.set_pos(self.pA, self.q*self.N.x)
|
| 325 |
+
damper = LinearDamper(self.damping, self.pathway)
|
| 326 |
+
|
| 327 |
+
assert isinstance(damper, LinearDamper)
|
| 328 |
+
|
| 329 |
+
assert hasattr(damper, 'damping')
|
| 330 |
+
assert isinstance(damper.damping, ExprType)
|
| 331 |
+
assert damper.damping == self.damping
|
| 332 |
+
|
| 333 |
+
assert hasattr(damper, 'pathway')
|
| 334 |
+
assert isinstance(damper.pathway, LinearPathway)
|
| 335 |
+
assert damper.pathway == self.pathway
|
| 336 |
+
|
| 337 |
+
def test_valid_constructor_force(self):
|
| 338 |
+
self.pB.set_pos(self.pA, self.q*self.N.x)
|
| 339 |
+
damper = LinearDamper(self.damping, self.pathway)
|
| 340 |
+
|
| 341 |
+
expected_force = -self.damping*sqrt(self.q**2)*self.dq/self.q
|
| 342 |
+
assert hasattr(damper, 'force')
|
| 343 |
+
assert isinstance(damper.force, ExprType)
|
| 344 |
+
assert damper.force == expected_force
|
| 345 |
+
|
| 346 |
+
@pytest.mark.parametrize('damping', [None, 'c'])
|
| 347 |
+
def test_invalid_constructor_damping_not_sympifyable(self, damping):
|
| 348 |
+
with pytest.raises(SympifyError):
|
| 349 |
+
_ = LinearDamper(damping, self.pathway)
|
| 350 |
+
|
| 351 |
+
def test_invalid_constructor_pathway_not_pathway_base(self):
|
| 352 |
+
with pytest.raises(TypeError):
|
| 353 |
+
_ = LinearDamper(self.damping, None)
|
| 354 |
+
|
| 355 |
+
@pytest.mark.parametrize(
|
| 356 |
+
'property_name, fixture_attr_name',
|
| 357 |
+
[
|
| 358 |
+
('damping', 'damping'),
|
| 359 |
+
('pathway', 'pathway'),
|
| 360 |
+
]
|
| 361 |
+
)
|
| 362 |
+
def test_properties_are_immutable(self, property_name, fixture_attr_name):
|
| 363 |
+
damper = LinearDamper(self.damping, self.pathway)
|
| 364 |
+
value = getattr(self, fixture_attr_name)
|
| 365 |
+
with pytest.raises(AttributeError):
|
| 366 |
+
setattr(damper, property_name, value)
|
| 367 |
+
|
| 368 |
+
def test_repr(self):
|
| 369 |
+
self.pB.set_pos(self.pA, self.q*self.N.x)
|
| 370 |
+
damper = LinearDamper(self.damping, self.pathway)
|
| 371 |
+
expected = 'LinearDamper(c, LinearPathway(pA, pB))'
|
| 372 |
+
assert repr(damper) == expected
|
| 373 |
+
|
| 374 |
+
def test_to_loads(self):
|
| 375 |
+
self.pB.set_pos(self.pA, self.q*self.N.x)
|
| 376 |
+
damper = LinearDamper(self.damping, self.pathway)
|
| 377 |
+
direction = self.q**2/self.q**2*self.N.x
|
| 378 |
+
pA_force = self.damping*self.dq*direction
|
| 379 |
+
pB_force = -self.damping*self.dq*direction
|
| 380 |
+
expected = [Force(self.pA, pA_force), Force(self.pB, pB_force)]
|
| 381 |
+
assert damper.to_loads() == expected
|
| 382 |
+
|
| 383 |
+
|
| 384 |
+
class TestForcedMassSpringDamperModel():
|
| 385 |
+
r"""A single degree of freedom translational forced mass-spring-damper.
|
| 386 |
+
|
| 387 |
+
Notes
|
| 388 |
+
=====
|
| 389 |
+
|
| 390 |
+
This system is well known to have the governing equation:
|
| 391 |
+
|
| 392 |
+
.. math::
|
| 393 |
+
m \ddot{x} = F - k x - c \dot{x}
|
| 394 |
+
|
| 395 |
+
where $F$ is an externally applied force, $m$ is the mass of the particle
|
| 396 |
+
to which the spring and damper are attached, $k$ is the spring's stiffness,
|
| 397 |
+
$c$ is the dampers damping coefficient, and $x$ is the generalized
|
| 398 |
+
coordinate representing the system's single (translational) degree of
|
| 399 |
+
freedom.
|
| 400 |
+
|
| 401 |
+
"""
|
| 402 |
+
|
| 403 |
+
@pytest.fixture(autouse=True)
|
| 404 |
+
def _force_mass_spring_damper_model_fixture(self):
|
| 405 |
+
self.m = Symbol('m')
|
| 406 |
+
self.k = Symbol('k')
|
| 407 |
+
self.c = Symbol('c')
|
| 408 |
+
self.F = Symbol('F')
|
| 409 |
+
|
| 410 |
+
self.q = dynamicsymbols('q')
|
| 411 |
+
self.dq = dynamicsymbols('q', 1)
|
| 412 |
+
self.u = dynamicsymbols('u')
|
| 413 |
+
|
| 414 |
+
self.frame = ReferenceFrame('N')
|
| 415 |
+
self.origin = Point('pO')
|
| 416 |
+
self.origin.set_vel(self.frame, 0)
|
| 417 |
+
|
| 418 |
+
self.attachment = Point('pA')
|
| 419 |
+
self.attachment.set_pos(self.origin, self.q*self.frame.x)
|
| 420 |
+
|
| 421 |
+
self.mass = Particle('mass', self.attachment, self.m)
|
| 422 |
+
self.pathway = LinearPathway(self.origin, self.attachment)
|
| 423 |
+
|
| 424 |
+
self.kanes_method = KanesMethod(
|
| 425 |
+
self.frame,
|
| 426 |
+
q_ind=[self.q],
|
| 427 |
+
u_ind=[self.u],
|
| 428 |
+
kd_eqs=[self.dq - self.u],
|
| 429 |
+
)
|
| 430 |
+
self.bodies = [self.mass]
|
| 431 |
+
|
| 432 |
+
self.mass_matrix = Matrix([[self.m]])
|
| 433 |
+
self.forcing = Matrix([[self.F - self.c*self.u - self.k*self.q]])
|
| 434 |
+
|
| 435 |
+
def test_force_acuator(self):
|
| 436 |
+
stiffness = -self.k*self.pathway.length
|
| 437 |
+
spring = ForceActuator(stiffness, self.pathway)
|
| 438 |
+
damping = -self.c*self.pathway.extension_velocity
|
| 439 |
+
damper = ForceActuator(damping, self.pathway)
|
| 440 |
+
|
| 441 |
+
loads = [
|
| 442 |
+
(self.attachment, self.F*self.frame.x),
|
| 443 |
+
*spring.to_loads(),
|
| 444 |
+
*damper.to_loads(),
|
| 445 |
+
]
|
| 446 |
+
self.kanes_method.kanes_equations(self.bodies, loads)
|
| 447 |
+
|
| 448 |
+
assert self.kanes_method.mass_matrix == self.mass_matrix
|
| 449 |
+
assert self.kanes_method.forcing == self.forcing
|
| 450 |
+
|
| 451 |
+
def test_linear_spring_linear_damper(self):
|
| 452 |
+
spring = LinearSpring(self.k, self.pathway)
|
| 453 |
+
damper = LinearDamper(self.c, self.pathway)
|
| 454 |
+
|
| 455 |
+
loads = [
|
| 456 |
+
(self.attachment, self.F*self.frame.x),
|
| 457 |
+
*spring.to_loads(),
|
| 458 |
+
*damper.to_loads(),
|
| 459 |
+
]
|
| 460 |
+
self.kanes_method.kanes_equations(self.bodies, loads)
|
| 461 |
+
|
| 462 |
+
assert self.kanes_method.mass_matrix == self.mass_matrix
|
| 463 |
+
assert self.kanes_method.forcing == self.forcing
|
| 464 |
+
|
| 465 |
+
|
| 466 |
+
class TestTorqueActuator:
|
| 467 |
+
|
| 468 |
+
@pytest.fixture(autouse=True)
|
| 469 |
+
def _torque_actuator_fixture(self):
|
| 470 |
+
self.torque = Symbol('T')
|
| 471 |
+
self.N = ReferenceFrame('N')
|
| 472 |
+
self.A = ReferenceFrame('A')
|
| 473 |
+
self.axis = self.N.z
|
| 474 |
+
self.target = RigidBody('target', frame=self.N)
|
| 475 |
+
self.reaction = RigidBody('reaction', frame=self.A)
|
| 476 |
+
|
| 477 |
+
def test_is_actuator_base_subclass(self):
|
| 478 |
+
assert issubclass(TorqueActuator, ActuatorBase)
|
| 479 |
+
|
| 480 |
+
@pytest.mark.parametrize(
|
| 481 |
+
'torque',
|
| 482 |
+
[
|
| 483 |
+
Symbol('T'),
|
| 484 |
+
dynamicsymbols('T'),
|
| 485 |
+
Symbol('T')**2 + Symbol('T'),
|
| 486 |
+
]
|
| 487 |
+
)
|
| 488 |
+
@pytest.mark.parametrize(
|
| 489 |
+
'target_frame, reaction_frame',
|
| 490 |
+
[
|
| 491 |
+
(target.frame, reaction.frame),
|
| 492 |
+
(target, reaction.frame),
|
| 493 |
+
(target.frame, reaction),
|
| 494 |
+
(target, reaction),
|
| 495 |
+
]
|
| 496 |
+
)
|
| 497 |
+
def test_valid_constructor_with_reaction(
|
| 498 |
+
self,
|
| 499 |
+
torque,
|
| 500 |
+
target_frame,
|
| 501 |
+
reaction_frame,
|
| 502 |
+
):
|
| 503 |
+
instance = TorqueActuator(
|
| 504 |
+
torque,
|
| 505 |
+
self.axis,
|
| 506 |
+
target_frame,
|
| 507 |
+
reaction_frame,
|
| 508 |
+
)
|
| 509 |
+
assert isinstance(instance, TorqueActuator)
|
| 510 |
+
|
| 511 |
+
assert hasattr(instance, 'torque')
|
| 512 |
+
assert isinstance(instance.torque, ExprType)
|
| 513 |
+
assert instance.torque == torque
|
| 514 |
+
|
| 515 |
+
assert hasattr(instance, 'axis')
|
| 516 |
+
assert isinstance(instance.axis, Vector)
|
| 517 |
+
assert instance.axis == self.axis
|
| 518 |
+
|
| 519 |
+
assert hasattr(instance, 'target_frame')
|
| 520 |
+
assert isinstance(instance.target_frame, ReferenceFrame)
|
| 521 |
+
assert instance.target_frame == target.frame
|
| 522 |
+
|
| 523 |
+
assert hasattr(instance, 'reaction_frame')
|
| 524 |
+
assert isinstance(instance.reaction_frame, ReferenceFrame)
|
| 525 |
+
assert instance.reaction_frame == reaction.frame
|
| 526 |
+
|
| 527 |
+
@pytest.mark.parametrize(
|
| 528 |
+
'torque',
|
| 529 |
+
[
|
| 530 |
+
Symbol('T'),
|
| 531 |
+
dynamicsymbols('T'),
|
| 532 |
+
Symbol('T')**2 + Symbol('T'),
|
| 533 |
+
]
|
| 534 |
+
)
|
| 535 |
+
@pytest.mark.parametrize('target_frame', [target.frame, target])
|
| 536 |
+
def test_valid_constructor_without_reaction(self, torque, target_frame):
|
| 537 |
+
instance = TorqueActuator(torque, self.axis, target_frame)
|
| 538 |
+
assert isinstance(instance, TorqueActuator)
|
| 539 |
+
|
| 540 |
+
assert hasattr(instance, 'torque')
|
| 541 |
+
assert isinstance(instance.torque, ExprType)
|
| 542 |
+
assert instance.torque == torque
|
| 543 |
+
|
| 544 |
+
assert hasattr(instance, 'axis')
|
| 545 |
+
assert isinstance(instance.axis, Vector)
|
| 546 |
+
assert instance.axis == self.axis
|
| 547 |
+
|
| 548 |
+
assert hasattr(instance, 'target_frame')
|
| 549 |
+
assert isinstance(instance.target_frame, ReferenceFrame)
|
| 550 |
+
assert instance.target_frame == target.frame
|
| 551 |
+
|
| 552 |
+
assert hasattr(instance, 'reaction_frame')
|
| 553 |
+
assert instance.reaction_frame is None
|
| 554 |
+
|
| 555 |
+
@pytest.mark.parametrize('torque', [None, 'T'])
|
| 556 |
+
def test_invalid_constructor_torque_not_sympifyable(self, torque):
|
| 557 |
+
with pytest.raises(SympifyError):
|
| 558 |
+
_ = TorqueActuator(torque, self.axis, self.target)
|
| 559 |
+
|
| 560 |
+
@pytest.mark.parametrize('axis', [Symbol('a'), dynamicsymbols('a')])
|
| 561 |
+
def test_invalid_constructor_axis_not_vector(self, axis):
|
| 562 |
+
with pytest.raises(TypeError):
|
| 563 |
+
_ = TorqueActuator(self.torque, axis, self.target, self.reaction)
|
| 564 |
+
|
| 565 |
+
@pytest.mark.parametrize(
|
| 566 |
+
'frames',
|
| 567 |
+
[
|
| 568 |
+
(None, ReferenceFrame('child')),
|
| 569 |
+
(ReferenceFrame('parent'), True),
|
| 570 |
+
(None, RigidBody('child')),
|
| 571 |
+
(RigidBody('parent'), True),
|
| 572 |
+
]
|
| 573 |
+
)
|
| 574 |
+
def test_invalid_constructor_frames_not_frame(self, frames):
|
| 575 |
+
with pytest.raises(TypeError):
|
| 576 |
+
_ = TorqueActuator(self.torque, self.axis, *frames)
|
| 577 |
+
|
| 578 |
+
@pytest.mark.parametrize(
|
| 579 |
+
'property_name, fixture_attr_name',
|
| 580 |
+
[
|
| 581 |
+
('torque', 'torque'),
|
| 582 |
+
('axis', 'axis'),
|
| 583 |
+
('target_frame', 'target'),
|
| 584 |
+
('reaction_frame', 'reaction'),
|
| 585 |
+
]
|
| 586 |
+
)
|
| 587 |
+
def test_properties_are_immutable(self, property_name, fixture_attr_name):
|
| 588 |
+
actuator = TorqueActuator(
|
| 589 |
+
self.torque,
|
| 590 |
+
self.axis,
|
| 591 |
+
self.target,
|
| 592 |
+
self.reaction,
|
| 593 |
+
)
|
| 594 |
+
value = getattr(self, fixture_attr_name)
|
| 595 |
+
with pytest.raises(AttributeError):
|
| 596 |
+
setattr(actuator, property_name, value)
|
| 597 |
+
|
| 598 |
+
def test_repr_without_reaction(self):
|
| 599 |
+
actuator = TorqueActuator(self.torque, self.axis, self.target)
|
| 600 |
+
expected = 'TorqueActuator(T, axis=N.z, target_frame=N)'
|
| 601 |
+
assert repr(actuator) == expected
|
| 602 |
+
|
| 603 |
+
def test_repr_with_reaction(self):
|
| 604 |
+
actuator = TorqueActuator(
|
| 605 |
+
self.torque,
|
| 606 |
+
self.axis,
|
| 607 |
+
self.target,
|
| 608 |
+
self.reaction,
|
| 609 |
+
)
|
| 610 |
+
expected = 'TorqueActuator(T, axis=N.z, target_frame=N, reaction_frame=A)'
|
| 611 |
+
assert repr(actuator) == expected
|
| 612 |
+
|
| 613 |
+
def test_at_pin_joint_constructor(self):
|
| 614 |
+
pin_joint = PinJoint(
|
| 615 |
+
'pin',
|
| 616 |
+
self.target,
|
| 617 |
+
self.reaction,
|
| 618 |
+
coordinates=dynamicsymbols('q'),
|
| 619 |
+
speeds=dynamicsymbols('u'),
|
| 620 |
+
parent_interframe=self.N,
|
| 621 |
+
joint_axis=self.axis,
|
| 622 |
+
)
|
| 623 |
+
instance = TorqueActuator.at_pin_joint(self.torque, pin_joint)
|
| 624 |
+
assert isinstance(instance, TorqueActuator)
|
| 625 |
+
|
| 626 |
+
assert hasattr(instance, 'torque')
|
| 627 |
+
assert isinstance(instance.torque, ExprType)
|
| 628 |
+
assert instance.torque == self.torque
|
| 629 |
+
|
| 630 |
+
assert hasattr(instance, 'axis')
|
| 631 |
+
assert isinstance(instance.axis, Vector)
|
| 632 |
+
assert instance.axis == self.axis
|
| 633 |
+
|
| 634 |
+
assert hasattr(instance, 'target_frame')
|
| 635 |
+
assert isinstance(instance.target_frame, ReferenceFrame)
|
| 636 |
+
assert instance.target_frame == self.A
|
| 637 |
+
|
| 638 |
+
assert hasattr(instance, 'reaction_frame')
|
| 639 |
+
assert isinstance(instance.reaction_frame, ReferenceFrame)
|
| 640 |
+
assert instance.reaction_frame == self.N
|
| 641 |
+
|
| 642 |
+
def test_at_pin_joint_pin_joint_not_pin_joint_invalid(self):
|
| 643 |
+
with pytest.raises(TypeError):
|
| 644 |
+
_ = TorqueActuator.at_pin_joint(self.torque, Symbol('pin'))
|
| 645 |
+
|
| 646 |
+
def test_to_loads_without_reaction(self):
|
| 647 |
+
actuator = TorqueActuator(self.torque, self.axis, self.target)
|
| 648 |
+
expected = [
|
| 649 |
+
(self.N, self.torque*self.axis),
|
| 650 |
+
]
|
| 651 |
+
assert actuator.to_loads() == expected
|
| 652 |
+
|
| 653 |
+
def test_to_loads_with_reaction(self):
|
| 654 |
+
actuator = TorqueActuator(
|
| 655 |
+
self.torque,
|
| 656 |
+
self.axis,
|
| 657 |
+
self.target,
|
| 658 |
+
self.reaction,
|
| 659 |
+
)
|
| 660 |
+
expected = [
|
| 661 |
+
(self.N, self.torque*self.axis),
|
| 662 |
+
(self.A, - self.torque*self.axis),
|
| 663 |
+
]
|
| 664 |
+
assert actuator.to_loads() == expected
|
| 665 |
+
|
| 666 |
+
|
| 667 |
+
class NonSympifyable:
|
| 668 |
+
pass
|
| 669 |
+
|
| 670 |
+
|
| 671 |
+
class TestDuffingSpring:
|
| 672 |
+
@pytest.fixture(autouse=True)
|
| 673 |
+
# Set up common vairables that will be used in multiple tests
|
| 674 |
+
def _duffing_spring_fixture(self):
|
| 675 |
+
self.linear_stiffness = Symbol('beta')
|
| 676 |
+
self.nonlinear_stiffness = Symbol('alpha')
|
| 677 |
+
self.equilibrium_length = Symbol('l')
|
| 678 |
+
self.pA = Point('pA')
|
| 679 |
+
self.pB = Point('pB')
|
| 680 |
+
self.pathway = LinearPathway(self.pA, self.pB)
|
| 681 |
+
self.q = dynamicsymbols('q')
|
| 682 |
+
self.N = ReferenceFrame('N')
|
| 683 |
+
|
| 684 |
+
# Simples tests to check that DuffingSpring is a subclass of ForceActuator and ActuatorBase
|
| 685 |
+
def test_is_force_actuator_subclass(self):
|
| 686 |
+
assert issubclass(DuffingSpring, ForceActuator)
|
| 687 |
+
|
| 688 |
+
def test_is_actuator_base_subclass(self):
|
| 689 |
+
assert issubclass(DuffingSpring, ActuatorBase)
|
| 690 |
+
|
| 691 |
+
@pytest.mark.parametrize(
|
| 692 |
+
# Create parametrized tests that allows running the same test function multiple times with different sets of arguments
|
| 693 |
+
(
|
| 694 |
+
'linear_stiffness, '
|
| 695 |
+
'expected_linear_stiffness, '
|
| 696 |
+
'nonlinear_stiffness, '
|
| 697 |
+
'expected_nonlinear_stiffness, '
|
| 698 |
+
'equilibrium_length, '
|
| 699 |
+
'expected_equilibrium_length, '
|
| 700 |
+
'force'
|
| 701 |
+
),
|
| 702 |
+
[
|
| 703 |
+
(
|
| 704 |
+
1,
|
| 705 |
+
S.One,
|
| 706 |
+
1,
|
| 707 |
+
S.One,
|
| 708 |
+
0,
|
| 709 |
+
S.Zero,
|
| 710 |
+
-sqrt(dynamicsymbols('q')**2)-(sqrt(dynamicsymbols('q')**2))**3,
|
| 711 |
+
),
|
| 712 |
+
(
|
| 713 |
+
Symbol('beta'),
|
| 714 |
+
Symbol('beta'),
|
| 715 |
+
Symbol('alpha'),
|
| 716 |
+
Symbol('alpha'),
|
| 717 |
+
0,
|
| 718 |
+
S.Zero,
|
| 719 |
+
-Symbol('beta')*sqrt(dynamicsymbols('q')**2)-Symbol('alpha')*(sqrt(dynamicsymbols('q')**2))**3,
|
| 720 |
+
),
|
| 721 |
+
(
|
| 722 |
+
Symbol('beta'),
|
| 723 |
+
Symbol('beta'),
|
| 724 |
+
Symbol('alpha'),
|
| 725 |
+
Symbol('alpha'),
|
| 726 |
+
S.Zero,
|
| 727 |
+
S.Zero,
|
| 728 |
+
-Symbol('beta')*sqrt(dynamicsymbols('q')**2)-Symbol('alpha')*(sqrt(dynamicsymbols('q')**2))**3,
|
| 729 |
+
),
|
| 730 |
+
(
|
| 731 |
+
Symbol('beta'),
|
| 732 |
+
Symbol('beta'),
|
| 733 |
+
Symbol('alpha'),
|
| 734 |
+
Symbol('alpha'),
|
| 735 |
+
Symbol('l'),
|
| 736 |
+
Symbol('l'),
|
| 737 |
+
-Symbol('beta') * (sqrt(dynamicsymbols('q')**2) - Symbol('l')) - Symbol('alpha') * (sqrt(dynamicsymbols('q')**2) - Symbol('l'))**3,
|
| 738 |
+
),
|
| 739 |
+
]
|
| 740 |
+
)
|
| 741 |
+
|
| 742 |
+
# Check if DuffingSpring correctly inializes its attributes
|
| 743 |
+
# It tests various combinations of linear & nonlinear stiffness, equilibriun length, and the resulting force expression
|
| 744 |
+
def test_valid_constructor(
|
| 745 |
+
self,
|
| 746 |
+
linear_stiffness,
|
| 747 |
+
expected_linear_stiffness,
|
| 748 |
+
nonlinear_stiffness,
|
| 749 |
+
expected_nonlinear_stiffness,
|
| 750 |
+
equilibrium_length,
|
| 751 |
+
expected_equilibrium_length,
|
| 752 |
+
force,
|
| 753 |
+
):
|
| 754 |
+
self.pB.set_pos(self.pA, self.q*self.N.x)
|
| 755 |
+
spring = DuffingSpring(linear_stiffness, nonlinear_stiffness, self.pathway, equilibrium_length)
|
| 756 |
+
|
| 757 |
+
assert isinstance(spring, DuffingSpring)
|
| 758 |
+
|
| 759 |
+
assert hasattr(spring, 'linear_stiffness')
|
| 760 |
+
assert isinstance(spring.linear_stiffness, ExprType)
|
| 761 |
+
assert spring.linear_stiffness == expected_linear_stiffness
|
| 762 |
+
|
| 763 |
+
assert hasattr(spring, 'nonlinear_stiffness')
|
| 764 |
+
assert isinstance(spring.nonlinear_stiffness, ExprType)
|
| 765 |
+
assert spring.nonlinear_stiffness == expected_nonlinear_stiffness
|
| 766 |
+
|
| 767 |
+
assert hasattr(spring, 'pathway')
|
| 768 |
+
assert isinstance(spring.pathway, LinearPathway)
|
| 769 |
+
assert spring.pathway == self.pathway
|
| 770 |
+
|
| 771 |
+
assert hasattr(spring, 'equilibrium_length')
|
| 772 |
+
assert isinstance(spring.equilibrium_length, ExprType)
|
| 773 |
+
assert spring.equilibrium_length == expected_equilibrium_length
|
| 774 |
+
|
| 775 |
+
assert hasattr(spring, 'force')
|
| 776 |
+
assert isinstance(spring.force, ExprType)
|
| 777 |
+
assert spring.force == force
|
| 778 |
+
|
| 779 |
+
@pytest.mark.parametrize('linear_stiffness', [None, NonSympifyable()])
|
| 780 |
+
def test_invalid_constructor_linear_stiffness_not_sympifyable(self, linear_stiffness):
|
| 781 |
+
with pytest.raises(SympifyError):
|
| 782 |
+
_ = DuffingSpring(linear_stiffness, self.nonlinear_stiffness, self.pathway, self.equilibrium_length)
|
| 783 |
+
|
| 784 |
+
@pytest.mark.parametrize('nonlinear_stiffness', [None, NonSympifyable()])
|
| 785 |
+
def test_invalid_constructor_nonlinear_stiffness_not_sympifyable(self, nonlinear_stiffness):
|
| 786 |
+
with pytest.raises(SympifyError):
|
| 787 |
+
_ = DuffingSpring(self.linear_stiffness, nonlinear_stiffness, self.pathway, self.equilibrium_length)
|
| 788 |
+
|
| 789 |
+
def test_invalid_constructor_pathway_not_pathway_base(self):
|
| 790 |
+
with pytest.raises(TypeError):
|
| 791 |
+
_ = DuffingSpring(self.linear_stiffness, self.nonlinear_stiffness, NonSympifyable(), self.equilibrium_length)
|
| 792 |
+
|
| 793 |
+
@pytest.mark.parametrize('equilibrium_length', [None, NonSympifyable()])
|
| 794 |
+
def test_invalid_constructor_equilibrium_length_not_sympifyable(self, equilibrium_length):
|
| 795 |
+
with pytest.raises(SympifyError):
|
| 796 |
+
_ = DuffingSpring(self.linear_stiffness, self.nonlinear_stiffness, self.pathway, equilibrium_length)
|
| 797 |
+
|
| 798 |
+
@pytest.mark.parametrize(
|
| 799 |
+
'property_name, fixture_attr_name',
|
| 800 |
+
[
|
| 801 |
+
('linear_stiffness', 'linear_stiffness'),
|
| 802 |
+
('nonlinear_stiffness', 'nonlinear_stiffness'),
|
| 803 |
+
('pathway', 'pathway'),
|
| 804 |
+
('equilibrium_length', 'equilibrium_length')
|
| 805 |
+
]
|
| 806 |
+
)
|
| 807 |
+
# Check if certain properties of DuffingSpring object are immutable after initialization
|
| 808 |
+
# Ensure that once DuffingSpring is created, its key properties cannot be changed
|
| 809 |
+
def test_properties_are_immutable(self, property_name, fixture_attr_name):
|
| 810 |
+
spring = DuffingSpring(self.linear_stiffness, self.nonlinear_stiffness, self.pathway, self.equilibrium_length)
|
| 811 |
+
with pytest.raises(AttributeError):
|
| 812 |
+
setattr(spring, property_name, getattr(self, fixture_attr_name))
|
| 813 |
+
|
| 814 |
+
@pytest.mark.parametrize(
|
| 815 |
+
'equilibrium_length, expected',
|
| 816 |
+
[
|
| 817 |
+
(0, 'DuffingSpring(beta, alpha, LinearPathway(pA, pB), equilibrium_length=0)'),
|
| 818 |
+
(Symbol('l'), 'DuffingSpring(beta, alpha, LinearPathway(pA, pB), equilibrium_length=l)'),
|
| 819 |
+
]
|
| 820 |
+
)
|
| 821 |
+
# Check the __repr__ method of DuffingSpring class
|
| 822 |
+
# Check if the actual string representation of DuffingSpring instance matches the expected string for each provided parameter values
|
| 823 |
+
def test_repr(self, equilibrium_length, expected):
|
| 824 |
+
spring = DuffingSpring(self.linear_stiffness, self.nonlinear_stiffness, self.pathway, equilibrium_length)
|
| 825 |
+
assert repr(spring) == expected
|
| 826 |
+
|
| 827 |
+
def test_to_loads(self):
|
| 828 |
+
self.pB.set_pos(self.pA, self.q*self.N.x)
|
| 829 |
+
spring = DuffingSpring(self.linear_stiffness, self.nonlinear_stiffness, self.pathway, self.equilibrium_length)
|
| 830 |
+
|
| 831 |
+
# Calculate the displacement from the equilibrium length
|
| 832 |
+
displacement = self.q - self.equilibrium_length
|
| 833 |
+
|
| 834 |
+
# Make sure this matches the computation in DuffingSpring class
|
| 835 |
+
force = -self.linear_stiffness * displacement - self.nonlinear_stiffness * displacement**3
|
| 836 |
+
|
| 837 |
+
# The expected loads on pA and pB due to the spring
|
| 838 |
+
expected_loads = [Force(self.pA, force * self.N.x), Force(self.pB, -force * self.N.x)]
|
| 839 |
+
|
| 840 |
+
# Compare expected loads to what is returned from DuffingSpring.to_loads()
|
| 841 |
+
calculated_loads = spring.to_loads()
|
| 842 |
+
for calculated, expected in zip(calculated_loads, expected_loads):
|
| 843 |
+
assert calculated.point == expected.point
|
| 844 |
+
for dim in self.N: # Assuming self.N is the reference frame
|
| 845 |
+
calculated_component = calculated.vector.dot(dim)
|
| 846 |
+
expected_component = expected.vector.dot(dim)
|
| 847 |
+
# Substitute all symbols with numeric values
|
| 848 |
+
substitutions = {self.q: 1, Symbol('l'): 1, Symbol('alpha'): 1, Symbol('beta'): 1} # Add other necessary symbols as needed
|
| 849 |
+
diff = (calculated_component - expected_component).subs(substitutions).evalf()
|
| 850 |
+
# Check if the absolute value of the difference is below a threshold
|
| 851 |
+
assert Abs(diff) < 1e-9, f"The forces do not match. Difference: {diff}"
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_functions.py
ADDED
|
@@ -0,0 +1,262 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from sympy import sin, cos, tan, pi, symbols, Matrix, S, Function
|
| 2 |
+
from sympy.physics.mechanics import (Particle, Point, ReferenceFrame,
|
| 3 |
+
RigidBody)
|
| 4 |
+
from sympy.physics.mechanics import (angular_momentum, dynamicsymbols,
|
| 5 |
+
kinetic_energy, linear_momentum,
|
| 6 |
+
outer, potential_energy, msubs,
|
| 7 |
+
find_dynamicsymbols, Lagrangian)
|
| 8 |
+
|
| 9 |
+
from sympy.physics.mechanics.functions import (
|
| 10 |
+
center_of_mass, _validate_coordinates, _parse_linear_solver)
|
| 11 |
+
from sympy.testing.pytest import raises, warns_deprecated_sympy
|
| 12 |
+
|
| 13 |
+
|
| 14 |
+
q1, q2, q3, q4, q5 = symbols('q1 q2 q3 q4 q5')
|
| 15 |
+
N = ReferenceFrame('N')
|
| 16 |
+
A = N.orientnew('A', 'Axis', [q1, N.z])
|
| 17 |
+
B = A.orientnew('B', 'Axis', [q2, A.x])
|
| 18 |
+
C = B.orientnew('C', 'Axis', [q3, B.y])
|
| 19 |
+
|
| 20 |
+
|
| 21 |
+
def test_linear_momentum():
|
| 22 |
+
N = ReferenceFrame('N')
|
| 23 |
+
Ac = Point('Ac')
|
| 24 |
+
Ac.set_vel(N, 25 * N.y)
|
| 25 |
+
I = outer(N.x, N.x)
|
| 26 |
+
A = RigidBody('A', Ac, N, 20, (I, Ac))
|
| 27 |
+
P = Point('P')
|
| 28 |
+
Pa = Particle('Pa', P, 1)
|
| 29 |
+
Pa.point.set_vel(N, 10 * N.x)
|
| 30 |
+
raises(TypeError, lambda: linear_momentum(A, A, Pa))
|
| 31 |
+
raises(TypeError, lambda: linear_momentum(N, N, Pa))
|
| 32 |
+
assert linear_momentum(N, A, Pa) == 10 * N.x + 500 * N.y
|
| 33 |
+
|
| 34 |
+
|
| 35 |
+
def test_angular_momentum_and_linear_momentum():
|
| 36 |
+
"""A rod with length 2l, centroidal inertia I, and mass M along with a
|
| 37 |
+
particle of mass m fixed to the end of the rod rotate with an angular rate
|
| 38 |
+
of omega about point O which is fixed to the non-particle end of the rod.
|
| 39 |
+
The rod's reference frame is A and the inertial frame is N."""
|
| 40 |
+
m, M, l, I = symbols('m, M, l, I')
|
| 41 |
+
omega = dynamicsymbols('omega')
|
| 42 |
+
N = ReferenceFrame('N')
|
| 43 |
+
a = ReferenceFrame('a')
|
| 44 |
+
O = Point('O')
|
| 45 |
+
Ac = O.locatenew('Ac', l * N.x)
|
| 46 |
+
P = Ac.locatenew('P', l * N.x)
|
| 47 |
+
O.set_vel(N, 0 * N.x)
|
| 48 |
+
a.set_ang_vel(N, omega * N.z)
|
| 49 |
+
Ac.v2pt_theory(O, N, a)
|
| 50 |
+
P.v2pt_theory(O, N, a)
|
| 51 |
+
Pa = Particle('Pa', P, m)
|
| 52 |
+
A = RigidBody('A', Ac, a, M, (I * outer(N.z, N.z), Ac))
|
| 53 |
+
expected = 2 * m * omega * l * N.y + M * l * omega * N.y
|
| 54 |
+
assert linear_momentum(N, A, Pa) == expected
|
| 55 |
+
raises(TypeError, lambda: angular_momentum(N, N, A, Pa))
|
| 56 |
+
raises(TypeError, lambda: angular_momentum(O, O, A, Pa))
|
| 57 |
+
raises(TypeError, lambda: angular_momentum(O, N, O, Pa))
|
| 58 |
+
expected = (I + M * l**2 + 4 * m * l**2) * omega * N.z
|
| 59 |
+
assert angular_momentum(O, N, A, Pa) == expected
|
| 60 |
+
|
| 61 |
+
|
| 62 |
+
def test_kinetic_energy():
|
| 63 |
+
m, M, l1 = symbols('m M l1')
|
| 64 |
+
omega = dynamicsymbols('omega')
|
| 65 |
+
N = ReferenceFrame('N')
|
| 66 |
+
O = Point('O')
|
| 67 |
+
O.set_vel(N, 0 * N.x)
|
| 68 |
+
Ac = O.locatenew('Ac', l1 * N.x)
|
| 69 |
+
P = Ac.locatenew('P', l1 * N.x)
|
| 70 |
+
a = ReferenceFrame('a')
|
| 71 |
+
a.set_ang_vel(N, omega * N.z)
|
| 72 |
+
Ac.v2pt_theory(O, N, a)
|
| 73 |
+
P.v2pt_theory(O, N, a)
|
| 74 |
+
Pa = Particle('Pa', P, m)
|
| 75 |
+
I = outer(N.z, N.z)
|
| 76 |
+
A = RigidBody('A', Ac, a, M, (I, Ac))
|
| 77 |
+
raises(TypeError, lambda: kinetic_energy(Pa, Pa, A))
|
| 78 |
+
raises(TypeError, lambda: kinetic_energy(N, N, A))
|
| 79 |
+
assert 0 == (kinetic_energy(N, Pa, A) - (M*l1**2*omega**2/2
|
| 80 |
+
+ 2*l1**2*m*omega**2 + omega**2/2)).expand()
|
| 81 |
+
|
| 82 |
+
|
| 83 |
+
def test_potential_energy():
|
| 84 |
+
m, M, l1, g, h, H = symbols('m M l1 g h H')
|
| 85 |
+
omega = dynamicsymbols('omega')
|
| 86 |
+
N = ReferenceFrame('N')
|
| 87 |
+
O = Point('O')
|
| 88 |
+
O.set_vel(N, 0 * N.x)
|
| 89 |
+
Ac = O.locatenew('Ac', l1 * N.x)
|
| 90 |
+
P = Ac.locatenew('P', l1 * N.x)
|
| 91 |
+
a = ReferenceFrame('a')
|
| 92 |
+
a.set_ang_vel(N, omega * N.z)
|
| 93 |
+
Ac.v2pt_theory(O, N, a)
|
| 94 |
+
P.v2pt_theory(O, N, a)
|
| 95 |
+
Pa = Particle('Pa', P, m)
|
| 96 |
+
I = outer(N.z, N.z)
|
| 97 |
+
A = RigidBody('A', Ac, a, M, (I, Ac))
|
| 98 |
+
Pa.potential_energy = m * g * h
|
| 99 |
+
A.potential_energy = M * g * H
|
| 100 |
+
assert potential_energy(A, Pa) == m * g * h + M * g * H
|
| 101 |
+
|
| 102 |
+
|
| 103 |
+
def test_Lagrangian():
|
| 104 |
+
M, m, g, h = symbols('M m g h')
|
| 105 |
+
N = ReferenceFrame('N')
|
| 106 |
+
O = Point('O')
|
| 107 |
+
O.set_vel(N, 0 * N.x)
|
| 108 |
+
P = O.locatenew('P', 1 * N.x)
|
| 109 |
+
P.set_vel(N, 10 * N.x)
|
| 110 |
+
Pa = Particle('Pa', P, 1)
|
| 111 |
+
Ac = O.locatenew('Ac', 2 * N.y)
|
| 112 |
+
Ac.set_vel(N, 5 * N.y)
|
| 113 |
+
a = ReferenceFrame('a')
|
| 114 |
+
a.set_ang_vel(N, 10 * N.z)
|
| 115 |
+
I = outer(N.z, N.z)
|
| 116 |
+
A = RigidBody('A', Ac, a, 20, (I, Ac))
|
| 117 |
+
Pa.potential_energy = m * g * h
|
| 118 |
+
A.potential_energy = M * g * h
|
| 119 |
+
raises(TypeError, lambda: Lagrangian(A, A, Pa))
|
| 120 |
+
raises(TypeError, lambda: Lagrangian(N, N, Pa))
|
| 121 |
+
|
| 122 |
+
|
| 123 |
+
def test_msubs():
|
| 124 |
+
a, b = symbols('a, b')
|
| 125 |
+
x, y, z = dynamicsymbols('x, y, z')
|
| 126 |
+
# Test simple substitution
|
| 127 |
+
expr = Matrix([[a*x + b, x*y.diff() + y],
|
| 128 |
+
[x.diff().diff(), z + sin(z.diff())]])
|
| 129 |
+
sol = Matrix([[a + b, y],
|
| 130 |
+
[x.diff().diff(), 1]])
|
| 131 |
+
sd = {x: 1, z: 1, z.diff(): 0, y.diff(): 0}
|
| 132 |
+
assert msubs(expr, sd) == sol
|
| 133 |
+
# Test smart substitution
|
| 134 |
+
expr = cos(x + y)*tan(x + y) + b*x.diff()
|
| 135 |
+
sd = {x: 0, y: pi/2, x.diff(): 1}
|
| 136 |
+
assert msubs(expr, sd, smart=True) == b + 1
|
| 137 |
+
N = ReferenceFrame('N')
|
| 138 |
+
v = x*N.x + y*N.y
|
| 139 |
+
d = x*(N.x|N.x) + y*(N.y|N.y)
|
| 140 |
+
v_sol = 1*N.y
|
| 141 |
+
d_sol = 1*(N.y|N.y)
|
| 142 |
+
sd = {x: 0, y: 1}
|
| 143 |
+
assert msubs(v, sd) == v_sol
|
| 144 |
+
assert msubs(d, sd) == d_sol
|
| 145 |
+
|
| 146 |
+
|
| 147 |
+
def test_find_dynamicsymbols():
|
| 148 |
+
a, b = symbols('a, b')
|
| 149 |
+
x, y, z = dynamicsymbols('x, y, z')
|
| 150 |
+
expr = Matrix([[a*x + b, x*y.diff() + y],
|
| 151 |
+
[x.diff().diff(), z + sin(z.diff())]])
|
| 152 |
+
# Test finding all dynamicsymbols
|
| 153 |
+
sol = {x, y.diff(), y, x.diff().diff(), z, z.diff()}
|
| 154 |
+
assert find_dynamicsymbols(expr) == sol
|
| 155 |
+
# Test finding all but those in sym_list
|
| 156 |
+
exclude_list = [x, y, z]
|
| 157 |
+
sol = {y.diff(), x.diff().diff(), z.diff()}
|
| 158 |
+
assert find_dynamicsymbols(expr, exclude=exclude_list) == sol
|
| 159 |
+
# Test finding all dynamicsymbols in a vector with a given reference frame
|
| 160 |
+
d, e, f = dynamicsymbols('d, e, f')
|
| 161 |
+
A = ReferenceFrame('A')
|
| 162 |
+
v = d * A.x + e * A.y + f * A.z
|
| 163 |
+
sol = {d, e, f}
|
| 164 |
+
assert find_dynamicsymbols(v, reference_frame=A) == sol
|
| 165 |
+
# Test if a ValueError is raised on supplying only a vector as input
|
| 166 |
+
raises(ValueError, lambda: find_dynamicsymbols(v))
|
| 167 |
+
|
| 168 |
+
|
| 169 |
+
# This function tests the center_of_mass() function
|
| 170 |
+
# that was added in PR #14758 to compute the center of
|
| 171 |
+
# mass of a system of bodies.
|
| 172 |
+
def test_center_of_mass():
|
| 173 |
+
a = ReferenceFrame('a')
|
| 174 |
+
m = symbols('m', real=True)
|
| 175 |
+
p1 = Particle('p1', Point('p1_pt'), S.One)
|
| 176 |
+
p2 = Particle('p2', Point('p2_pt'), S(2))
|
| 177 |
+
p3 = Particle('p3', Point('p3_pt'), S(3))
|
| 178 |
+
p4 = Particle('p4', Point('p4_pt'), m)
|
| 179 |
+
b_f = ReferenceFrame('b_f')
|
| 180 |
+
b_cm = Point('b_cm')
|
| 181 |
+
mb = symbols('mb')
|
| 182 |
+
b = RigidBody('b', b_cm, b_f, mb, (outer(b_f.x, b_f.x), b_cm))
|
| 183 |
+
p2.point.set_pos(p1.point, a.x)
|
| 184 |
+
p3.point.set_pos(p1.point, a.x + a.y)
|
| 185 |
+
p4.point.set_pos(p1.point, a.y)
|
| 186 |
+
b.masscenter.set_pos(p1.point, a.y + a.z)
|
| 187 |
+
point_o=Point('o')
|
| 188 |
+
point_o.set_pos(p1.point, center_of_mass(p1.point, p1, p2, p3, p4, b))
|
| 189 |
+
expr = 5/(m + mb + 6)*a.x + (m + mb + 3)/(m + mb + 6)*a.y + mb/(m + mb + 6)*a.z
|
| 190 |
+
assert point_o.pos_from(p1.point)-expr == 0
|
| 191 |
+
|
| 192 |
+
|
| 193 |
+
def test_validate_coordinates():
|
| 194 |
+
q1, q2, q3, u1, u2, u3, ua1, ua2, ua3 = dynamicsymbols('q1:4 u1:4 ua1:4')
|
| 195 |
+
s1, s2, s3 = symbols('s1:4')
|
| 196 |
+
# Test normal
|
| 197 |
+
_validate_coordinates([q1, q2, q3], [u1, u2, u3],
|
| 198 |
+
u_auxiliary=[ua1, ua2, ua3])
|
| 199 |
+
# Test not equal number of coordinates and speeds
|
| 200 |
+
_validate_coordinates([q1, q2])
|
| 201 |
+
_validate_coordinates([q1, q2], [u1])
|
| 202 |
+
_validate_coordinates(speeds=[u1, u2])
|
| 203 |
+
# Test duplicate
|
| 204 |
+
_validate_coordinates([q1, q2, q2], [u1, u2, u3], check_duplicates=False)
|
| 205 |
+
raises(ValueError, lambda: _validate_coordinates(
|
| 206 |
+
[q1, q2, q2], [u1, u2, u3]))
|
| 207 |
+
_validate_coordinates([q1, q2, q3], [u1, u2, u2], check_duplicates=False)
|
| 208 |
+
raises(ValueError, lambda: _validate_coordinates(
|
| 209 |
+
[q1, q2, q3], [u1, u2, u2], check_duplicates=True))
|
| 210 |
+
raises(ValueError, lambda: _validate_coordinates(
|
| 211 |
+
[q1, q2, q3], [q1, u2, u3], check_duplicates=True))
|
| 212 |
+
_validate_coordinates([q1, q2, q3], [u1, u2, u3], check_duplicates=False,
|
| 213 |
+
u_auxiliary=[u1, ua2, ua2])
|
| 214 |
+
raises(ValueError, lambda: _validate_coordinates(
|
| 215 |
+
[q1, q2, q3], [u1, u2, u3], u_auxiliary=[u1, ua2, ua3]))
|
| 216 |
+
raises(ValueError, lambda: _validate_coordinates(
|
| 217 |
+
[q1, q2, q3], [u1, u2, u3], u_auxiliary=[q1, ua2, ua3]))
|
| 218 |
+
raises(ValueError, lambda: _validate_coordinates(
|
| 219 |
+
[q1, q2, q3], [u1, u2, u3], u_auxiliary=[ua1, ua2, ua2]))
|
| 220 |
+
# Test is_dynamicsymbols
|
| 221 |
+
_validate_coordinates([q1 + q2, q3], is_dynamicsymbols=False)
|
| 222 |
+
raises(ValueError, lambda: _validate_coordinates([q1 + q2, q3]))
|
| 223 |
+
_validate_coordinates([s1, q1, q2], [0, u1, u2], is_dynamicsymbols=False)
|
| 224 |
+
raises(ValueError, lambda: _validate_coordinates(
|
| 225 |
+
[s1, q1, q2], [0, u1, u2], is_dynamicsymbols=True))
|
| 226 |
+
_validate_coordinates([s1 + s2 + s3, q1], [0, u1], is_dynamicsymbols=False)
|
| 227 |
+
raises(ValueError, lambda: _validate_coordinates(
|
| 228 |
+
[s1 + s2 + s3, q1], [0, u1], is_dynamicsymbols=True))
|
| 229 |
+
_validate_coordinates(u_auxiliary=[s1, ua1], is_dynamicsymbols=False)
|
| 230 |
+
raises(ValueError, lambda: _validate_coordinates(u_auxiliary=[s1, ua1]))
|
| 231 |
+
# Test normal function
|
| 232 |
+
t = dynamicsymbols._t
|
| 233 |
+
a = symbols('a')
|
| 234 |
+
f1, f2 = symbols('f1:3', cls=Function)
|
| 235 |
+
_validate_coordinates([f1(a), f2(a)], is_dynamicsymbols=False)
|
| 236 |
+
raises(ValueError, lambda: _validate_coordinates([f1(a), f2(a)]))
|
| 237 |
+
raises(ValueError, lambda: _validate_coordinates(speeds=[f1(a), f2(a)]))
|
| 238 |
+
dynamicsymbols._t = a
|
| 239 |
+
_validate_coordinates([f1(a), f2(a)])
|
| 240 |
+
raises(ValueError, lambda: _validate_coordinates([f1(t), f2(t)]))
|
| 241 |
+
dynamicsymbols._t = t
|
| 242 |
+
|
| 243 |
+
|
| 244 |
+
def test_parse_linear_solver():
|
| 245 |
+
A, b = Matrix(3, 3, symbols('a:9')), Matrix(3, 2, symbols('b:6'))
|
| 246 |
+
assert _parse_linear_solver(Matrix.LUsolve) == Matrix.LUsolve # Test callable
|
| 247 |
+
assert _parse_linear_solver('LU')(A, b) == Matrix.LUsolve(A, b)
|
| 248 |
+
|
| 249 |
+
|
| 250 |
+
def test_deprecated_moved_functions():
|
| 251 |
+
from sympy.physics.mechanics.functions import (
|
| 252 |
+
inertia, inertia_of_point_mass, gravity)
|
| 253 |
+
N = ReferenceFrame('N')
|
| 254 |
+
with warns_deprecated_sympy():
|
| 255 |
+
assert inertia(N, 0, 1, 0, 1) == (N.x | N.y) + (N.y | N.x) + (N.y | N.y)
|
| 256 |
+
with warns_deprecated_sympy():
|
| 257 |
+
assert inertia_of_point_mass(1, N.x + N.y, N) == (
|
| 258 |
+
(N.x | N.x) + (N.y | N.y) + 2 * (N.z | N.z) -
|
| 259 |
+
(N.x | N.y) - (N.y | N.x))
|
| 260 |
+
p = Particle('P')
|
| 261 |
+
with warns_deprecated_sympy():
|
| 262 |
+
assert gravity(-2 * N.z, p) == [(p.masscenter, -2 * p.mass * N.z)]
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_kane.py
ADDED
|
@@ -0,0 +1,553 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from sympy import solve
|
| 2 |
+
from sympy import (cos, expand, Matrix, sin, symbols, tan, sqrt, S,
|
| 3 |
+
zeros, eye)
|
| 4 |
+
from sympy.simplify.simplify import simplify
|
| 5 |
+
from sympy.physics.mechanics import (dynamicsymbols, ReferenceFrame, Point,
|
| 6 |
+
RigidBody, KanesMethod, inertia, Particle,
|
| 7 |
+
dot, find_dynamicsymbols)
|
| 8 |
+
from sympy.testing.pytest import raises
|
| 9 |
+
|
| 10 |
+
|
| 11 |
+
def test_invalid_coordinates():
|
| 12 |
+
# Simple pendulum, but use symbols instead of dynamicsymbols
|
| 13 |
+
l, m, g = symbols('l m g')
|
| 14 |
+
q, u = symbols('q u') # Generalized coordinate
|
| 15 |
+
kd = [q.diff(dynamicsymbols._t) - u]
|
| 16 |
+
N, O = ReferenceFrame('N'), Point('O')
|
| 17 |
+
O.set_vel(N, 0)
|
| 18 |
+
P = Particle('P', Point('P'), m)
|
| 19 |
+
P.point.set_pos(O, l * (sin(q) * N.x - cos(q) * N.y))
|
| 20 |
+
F = (P.point, -m * g * N.y)
|
| 21 |
+
raises(ValueError, lambda: KanesMethod(N, [q], [u], kd, bodies=[P],
|
| 22 |
+
forcelist=[F]))
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
def test_one_dof():
|
| 26 |
+
# This is for a 1 dof spring-mass-damper case.
|
| 27 |
+
# It is described in more detail in the KanesMethod docstring.
|
| 28 |
+
q, u = dynamicsymbols('q u')
|
| 29 |
+
qd, ud = dynamicsymbols('q u', 1)
|
| 30 |
+
m, c, k = symbols('m c k')
|
| 31 |
+
N = ReferenceFrame('N')
|
| 32 |
+
P = Point('P')
|
| 33 |
+
P.set_vel(N, u * N.x)
|
| 34 |
+
|
| 35 |
+
kd = [qd - u]
|
| 36 |
+
FL = [(P, (-k * q - c * u) * N.x)]
|
| 37 |
+
pa = Particle('pa', P, m)
|
| 38 |
+
BL = [pa]
|
| 39 |
+
|
| 40 |
+
KM = KanesMethod(N, [q], [u], kd)
|
| 41 |
+
KM.kanes_equations(BL, FL)
|
| 42 |
+
|
| 43 |
+
assert KM.bodies == BL
|
| 44 |
+
assert KM.loads == FL
|
| 45 |
+
|
| 46 |
+
MM = KM.mass_matrix
|
| 47 |
+
forcing = KM.forcing
|
| 48 |
+
rhs = MM.inv() * forcing
|
| 49 |
+
assert expand(rhs[0]) == expand(-(q * k + u * c) / m)
|
| 50 |
+
|
| 51 |
+
assert simplify(KM.rhs() -
|
| 52 |
+
KM.mass_matrix_full.LUsolve(KM.forcing_full)) == zeros(2, 1)
|
| 53 |
+
|
| 54 |
+
assert (KM.linearize(A_and_B=True, )[0] == Matrix([[0, 1], [-k/m, -c/m]]))
|
| 55 |
+
|
| 56 |
+
|
| 57 |
+
def test_two_dof():
|
| 58 |
+
# This is for a 2 d.o.f., 2 particle spring-mass-damper.
|
| 59 |
+
# The first coordinate is the displacement of the first particle, and the
|
| 60 |
+
# second is the relative displacement between the first and second
|
| 61 |
+
# particles. Speeds are defined as the time derivatives of the particles.
|
| 62 |
+
q1, q2, u1, u2 = dynamicsymbols('q1 q2 u1 u2')
|
| 63 |
+
q1d, q2d, u1d, u2d = dynamicsymbols('q1 q2 u1 u2', 1)
|
| 64 |
+
m, c1, c2, k1, k2 = symbols('m c1 c2 k1 k2')
|
| 65 |
+
N = ReferenceFrame('N')
|
| 66 |
+
P1 = Point('P1')
|
| 67 |
+
P2 = Point('P2')
|
| 68 |
+
P1.set_vel(N, u1 * N.x)
|
| 69 |
+
P2.set_vel(N, (u1 + u2) * N.x)
|
| 70 |
+
# Note we multiply the kinematic equation by an arbitrary factor
|
| 71 |
+
# to test the implicit vs explicit kinematics attribute
|
| 72 |
+
kd = [q1d/2 - u1/2, 2*q2d - 2*u2]
|
| 73 |
+
|
| 74 |
+
# Now we create the list of forces, then assign properties to each
|
| 75 |
+
# particle, then create a list of all particles.
|
| 76 |
+
FL = [(P1, (-k1 * q1 - c1 * u1 + k2 * q2 + c2 * u2) * N.x), (P2, (-k2 *
|
| 77 |
+
q2 - c2 * u2) * N.x)]
|
| 78 |
+
pa1 = Particle('pa1', P1, m)
|
| 79 |
+
pa2 = Particle('pa2', P2, m)
|
| 80 |
+
BL = [pa1, pa2]
|
| 81 |
+
|
| 82 |
+
# Finally we create the KanesMethod object, specify the inertial frame,
|
| 83 |
+
# pass relevant information, and form Fr & Fr*. Then we calculate the mass
|
| 84 |
+
# matrix and forcing terms, and finally solve for the udots.
|
| 85 |
+
KM = KanesMethod(N, q_ind=[q1, q2], u_ind=[u1, u2], kd_eqs=kd)
|
| 86 |
+
KM.kanes_equations(BL, FL)
|
| 87 |
+
MM = KM.mass_matrix
|
| 88 |
+
forcing = KM.forcing
|
| 89 |
+
rhs = MM.inv() * forcing
|
| 90 |
+
assert expand(rhs[0]) == expand((-k1 * q1 - c1 * u1 + k2 * q2 + c2 * u2)/m)
|
| 91 |
+
assert expand(rhs[1]) == expand((k1 * q1 + c1 * u1 - 2 * k2 * q2 - 2 *
|
| 92 |
+
c2 * u2) / m)
|
| 93 |
+
|
| 94 |
+
# Check that the explicit form is the default and kinematic mass matrix is identity
|
| 95 |
+
assert KM.explicit_kinematics
|
| 96 |
+
assert KM.mass_matrix_kin == eye(2)
|
| 97 |
+
|
| 98 |
+
# Check that for the implicit form the mass matrix is not identity
|
| 99 |
+
KM.explicit_kinematics = False
|
| 100 |
+
assert KM.mass_matrix_kin == Matrix([[S(1)/2, 0], [0, 2]])
|
| 101 |
+
|
| 102 |
+
# Check that whether using implicit or explicit kinematics the RHS
|
| 103 |
+
# equations are consistent with the matrix form
|
| 104 |
+
for explicit_kinematics in [False, True]:
|
| 105 |
+
KM.explicit_kinematics = explicit_kinematics
|
| 106 |
+
assert simplify(KM.rhs() -
|
| 107 |
+
KM.mass_matrix_full.LUsolve(KM.forcing_full)) == zeros(4, 1)
|
| 108 |
+
|
| 109 |
+
# Make sure an error is raised if nonlinear kinematic differential
|
| 110 |
+
# equations are supplied.
|
| 111 |
+
kd = [q1d - u1**2, sin(q2d) - cos(u2)]
|
| 112 |
+
raises(ValueError, lambda: KanesMethod(N, q_ind=[q1, q2],
|
| 113 |
+
u_ind=[u1, u2], kd_eqs=kd))
|
| 114 |
+
|
| 115 |
+
def test_pend():
|
| 116 |
+
q, u = dynamicsymbols('q u')
|
| 117 |
+
qd, ud = dynamicsymbols('q u', 1)
|
| 118 |
+
m, l, g = symbols('m l g')
|
| 119 |
+
N = ReferenceFrame('N')
|
| 120 |
+
P = Point('P')
|
| 121 |
+
P.set_vel(N, -l * u * sin(q) * N.x + l * u * cos(q) * N.y)
|
| 122 |
+
kd = [qd - u]
|
| 123 |
+
|
| 124 |
+
FL = [(P, m * g * N.x)]
|
| 125 |
+
pa = Particle('pa', P, m)
|
| 126 |
+
BL = [pa]
|
| 127 |
+
|
| 128 |
+
KM = KanesMethod(N, [q], [u], kd)
|
| 129 |
+
KM.kanes_equations(BL, FL)
|
| 130 |
+
MM = KM.mass_matrix
|
| 131 |
+
forcing = KM.forcing
|
| 132 |
+
rhs = MM.inv() * forcing
|
| 133 |
+
rhs.simplify()
|
| 134 |
+
assert expand(rhs[0]) == expand(-g / l * sin(q))
|
| 135 |
+
assert simplify(KM.rhs() -
|
| 136 |
+
KM.mass_matrix_full.LUsolve(KM.forcing_full)) == zeros(2, 1)
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
def test_rolling_disc():
|
| 140 |
+
# Rolling Disc Example
|
| 141 |
+
# Here the rolling disc is formed from the contact point up, removing the
|
| 142 |
+
# need to introduce generalized speeds. Only 3 configuration and three
|
| 143 |
+
# speed variables are need to describe this system, along with the disc's
|
| 144 |
+
# mass and radius, and the local gravity (note that mass will drop out).
|
| 145 |
+
q1, q2, q3, u1, u2, u3 = dynamicsymbols('q1 q2 q3 u1 u2 u3')
|
| 146 |
+
q1d, q2d, q3d, u1d, u2d, u3d = dynamicsymbols('q1 q2 q3 u1 u2 u3', 1)
|
| 147 |
+
r, m, g = symbols('r m g')
|
| 148 |
+
|
| 149 |
+
# The kinematics are formed by a series of simple rotations. Each simple
|
| 150 |
+
# rotation creates a new frame, and the next rotation is defined by the new
|
| 151 |
+
# frame's basis vectors. This example uses a 3-1-2 series of rotations, or
|
| 152 |
+
# Z, X, Y series of rotations. Angular velocity for this is defined using
|
| 153 |
+
# the second frame's basis (the lean frame).
|
| 154 |
+
N = ReferenceFrame('N')
|
| 155 |
+
Y = N.orientnew('Y', 'Axis', [q1, N.z])
|
| 156 |
+
L = Y.orientnew('L', 'Axis', [q2, Y.x])
|
| 157 |
+
R = L.orientnew('R', 'Axis', [q3, L.y])
|
| 158 |
+
w_R_N_qd = R.ang_vel_in(N)
|
| 159 |
+
R.set_ang_vel(N, u1 * L.x + u2 * L.y + u3 * L.z)
|
| 160 |
+
|
| 161 |
+
# This is the translational kinematics. We create a point with no velocity
|
| 162 |
+
# in N; this is the contact point between the disc and ground. Next we form
|
| 163 |
+
# the position vector from the contact point to the disc's center of mass.
|
| 164 |
+
# Finally we form the velocity and acceleration of the disc.
|
| 165 |
+
C = Point('C')
|
| 166 |
+
C.set_vel(N, 0)
|
| 167 |
+
Dmc = C.locatenew('Dmc', r * L.z)
|
| 168 |
+
Dmc.v2pt_theory(C, N, R)
|
| 169 |
+
|
| 170 |
+
# This is a simple way to form the inertia dyadic.
|
| 171 |
+
I = inertia(L, m / 4 * r**2, m / 2 * r**2, m / 4 * r**2)
|
| 172 |
+
|
| 173 |
+
# Kinematic differential equations; how the generalized coordinate time
|
| 174 |
+
# derivatives relate to generalized speeds.
|
| 175 |
+
kd = [dot(R.ang_vel_in(N) - w_R_N_qd, uv) for uv in L]
|
| 176 |
+
|
| 177 |
+
# Creation of the force list; it is the gravitational force at the mass
|
| 178 |
+
# center of the disc. Then we create the disc by assigning a Point to the
|
| 179 |
+
# center of mass attribute, a ReferenceFrame to the frame attribute, and mass
|
| 180 |
+
# and inertia. Then we form the body list.
|
| 181 |
+
ForceList = [(Dmc, - m * g * Y.z)]
|
| 182 |
+
BodyD = RigidBody('BodyD', Dmc, R, m, (I, Dmc))
|
| 183 |
+
BodyList = [BodyD]
|
| 184 |
+
|
| 185 |
+
# Finally we form the equations of motion, using the same steps we did
|
| 186 |
+
# before. Specify inertial frame, supply generalized speeds, supply
|
| 187 |
+
# kinematic differential equation dictionary, compute Fr from the force
|
| 188 |
+
# list and Fr* from the body list, compute the mass matrix and forcing
|
| 189 |
+
# terms, then solve for the u dots (time derivatives of the generalized
|
| 190 |
+
# speeds).
|
| 191 |
+
KM = KanesMethod(N, q_ind=[q1, q2, q3], u_ind=[u1, u2, u3], kd_eqs=kd)
|
| 192 |
+
KM.kanes_equations(BodyList, ForceList)
|
| 193 |
+
MM = KM.mass_matrix
|
| 194 |
+
forcing = KM.forcing
|
| 195 |
+
rhs = MM.inv() * forcing
|
| 196 |
+
kdd = KM.kindiffdict()
|
| 197 |
+
rhs = rhs.subs(kdd)
|
| 198 |
+
rhs.simplify()
|
| 199 |
+
assert rhs.expand() == Matrix([(6*u2*u3*r - u3**2*r*tan(q2) +
|
| 200 |
+
4*g*sin(q2))/(5*r), -2*u1*u3/3, u1*(-2*u2 + u3*tan(q2))]).expand()
|
| 201 |
+
assert simplify(KM.rhs() -
|
| 202 |
+
KM.mass_matrix_full.LUsolve(KM.forcing_full)) == zeros(6, 1)
|
| 203 |
+
|
| 204 |
+
# This code tests our output vs. benchmark values. When r=g=m=1, the
|
| 205 |
+
# critical speed (where all eigenvalues of the linearized equations are 0)
|
| 206 |
+
# is 1 / sqrt(3) for the upright case.
|
| 207 |
+
A = KM.linearize(A_and_B=True)[0]
|
| 208 |
+
A_upright = A.subs({r: 1, g: 1, m: 1}).subs({q1: 0, q2: 0, q3: 0, u1: 0, u3: 0})
|
| 209 |
+
import sympy
|
| 210 |
+
assert sympy.sympify(A_upright.subs({u2: 1 / sqrt(3)})).eigenvals() == {S.Zero: 6}
|
| 211 |
+
|
| 212 |
+
|
| 213 |
+
def test_aux():
|
| 214 |
+
# Same as above, except we have 2 auxiliary speeds for the ground contact
|
| 215 |
+
# point, which is known to be zero. In one case, we go through then
|
| 216 |
+
# substitute the aux. speeds in at the end (they are zero, as well as their
|
| 217 |
+
# derivative), in the other case, we use the built-in auxiliary speed part
|
| 218 |
+
# of KanesMethod. The equations from each should be the same.
|
| 219 |
+
q1, q2, q3, u1, u2, u3 = dynamicsymbols('q1 q2 q3 u1 u2 u3')
|
| 220 |
+
q1d, q2d, q3d, u1d, u2d, u3d = dynamicsymbols('q1 q2 q3 u1 u2 u3', 1)
|
| 221 |
+
u4, u5, f1, f2 = dynamicsymbols('u4, u5, f1, f2')
|
| 222 |
+
u4d, u5d = dynamicsymbols('u4, u5', 1)
|
| 223 |
+
r, m, g = symbols('r m g')
|
| 224 |
+
|
| 225 |
+
N = ReferenceFrame('N')
|
| 226 |
+
Y = N.orientnew('Y', 'Axis', [q1, N.z])
|
| 227 |
+
L = Y.orientnew('L', 'Axis', [q2, Y.x])
|
| 228 |
+
R = L.orientnew('R', 'Axis', [q3, L.y])
|
| 229 |
+
w_R_N_qd = R.ang_vel_in(N)
|
| 230 |
+
R.set_ang_vel(N, u1 * L.x + u2 * L.y + u3 * L.z)
|
| 231 |
+
|
| 232 |
+
C = Point('C')
|
| 233 |
+
C.set_vel(N, u4 * L.x + u5 * (Y.z ^ L.x))
|
| 234 |
+
Dmc = C.locatenew('Dmc', r * L.z)
|
| 235 |
+
Dmc.v2pt_theory(C, N, R)
|
| 236 |
+
Dmc.a2pt_theory(C, N, R)
|
| 237 |
+
|
| 238 |
+
I = inertia(L, m / 4 * r**2, m / 2 * r**2, m / 4 * r**2)
|
| 239 |
+
|
| 240 |
+
kd = [dot(R.ang_vel_in(N) - w_R_N_qd, uv) for uv in L]
|
| 241 |
+
|
| 242 |
+
ForceList = [(Dmc, - m * g * Y.z), (C, f1 * L.x + f2 * (Y.z ^ L.x))]
|
| 243 |
+
BodyD = RigidBody('BodyD', Dmc, R, m, (I, Dmc))
|
| 244 |
+
BodyList = [BodyD]
|
| 245 |
+
|
| 246 |
+
KM = KanesMethod(N, q_ind=[q1, q2, q3], u_ind=[u1, u2, u3, u4, u5],
|
| 247 |
+
kd_eqs=kd)
|
| 248 |
+
(fr, frstar) = KM.kanes_equations(BodyList, ForceList)
|
| 249 |
+
fr = fr.subs({u4d: 0, u5d: 0}).subs({u4: 0, u5: 0})
|
| 250 |
+
frstar = frstar.subs({u4d: 0, u5d: 0}).subs({u4: 0, u5: 0})
|
| 251 |
+
|
| 252 |
+
KM2 = KanesMethod(N, q_ind=[q1, q2, q3], u_ind=[u1, u2, u3], kd_eqs=kd,
|
| 253 |
+
u_auxiliary=[u4, u5])
|
| 254 |
+
(fr2, frstar2) = KM2.kanes_equations(BodyList, ForceList)
|
| 255 |
+
fr2 = fr2.subs({u4d: 0, u5d: 0}).subs({u4: 0, u5: 0})
|
| 256 |
+
frstar2 = frstar2.subs({u4d: 0, u5d: 0}).subs({u4: 0, u5: 0})
|
| 257 |
+
|
| 258 |
+
frstar.simplify()
|
| 259 |
+
frstar2.simplify()
|
| 260 |
+
|
| 261 |
+
assert (fr - fr2).expand() == Matrix([0, 0, 0, 0, 0])
|
| 262 |
+
assert (frstar - frstar2).expand() == Matrix([0, 0, 0, 0, 0])
|
| 263 |
+
|
| 264 |
+
|
| 265 |
+
def test_parallel_axis():
|
| 266 |
+
# This is for a 2 dof inverted pendulum on a cart.
|
| 267 |
+
# This tests the parallel axis code in KanesMethod. The inertia of the
|
| 268 |
+
# pendulum is defined about the hinge, not about the center of mass.
|
| 269 |
+
|
| 270 |
+
# Defining the constants and knowns of the system
|
| 271 |
+
gravity = symbols('g')
|
| 272 |
+
k, ls = symbols('k ls')
|
| 273 |
+
a, mA, mC = symbols('a mA mC')
|
| 274 |
+
F = dynamicsymbols('F')
|
| 275 |
+
Ix, Iy, Iz = symbols('Ix Iy Iz')
|
| 276 |
+
|
| 277 |
+
# Declaring the Generalized coordinates and speeds
|
| 278 |
+
q1, q2 = dynamicsymbols('q1 q2')
|
| 279 |
+
q1d, q2d = dynamicsymbols('q1 q2', 1)
|
| 280 |
+
u1, u2 = dynamicsymbols('u1 u2')
|
| 281 |
+
u1d, u2d = dynamicsymbols('u1 u2', 1)
|
| 282 |
+
|
| 283 |
+
# Creating reference frames
|
| 284 |
+
N = ReferenceFrame('N')
|
| 285 |
+
A = ReferenceFrame('A')
|
| 286 |
+
|
| 287 |
+
A.orient(N, 'Axis', [-q2, N.z])
|
| 288 |
+
A.set_ang_vel(N, -u2 * N.z)
|
| 289 |
+
|
| 290 |
+
# Origin of Newtonian reference frame
|
| 291 |
+
O = Point('O')
|
| 292 |
+
|
| 293 |
+
# Creating and Locating the positions of the cart, C, and the
|
| 294 |
+
# center of mass of the pendulum, A
|
| 295 |
+
C = O.locatenew('C', q1 * N.x)
|
| 296 |
+
Ao = C.locatenew('Ao', a * A.y)
|
| 297 |
+
|
| 298 |
+
# Defining velocities of the points
|
| 299 |
+
O.set_vel(N, 0)
|
| 300 |
+
C.set_vel(N, u1 * N.x)
|
| 301 |
+
Ao.v2pt_theory(C, N, A)
|
| 302 |
+
Cart = Particle('Cart', C, mC)
|
| 303 |
+
Pendulum = RigidBody('Pendulum', Ao, A, mA, (inertia(A, Ix, Iy, Iz), C))
|
| 304 |
+
|
| 305 |
+
# kinematical differential equations
|
| 306 |
+
|
| 307 |
+
kindiffs = [q1d - u1, q2d - u2]
|
| 308 |
+
|
| 309 |
+
bodyList = [Cart, Pendulum]
|
| 310 |
+
|
| 311 |
+
forceList = [(Ao, -N.y * gravity * mA),
|
| 312 |
+
(C, -N.y * gravity * mC),
|
| 313 |
+
(C, -N.x * k * (q1 - ls)),
|
| 314 |
+
(C, N.x * F)]
|
| 315 |
+
|
| 316 |
+
km = KanesMethod(N, [q1, q2], [u1, u2], kindiffs)
|
| 317 |
+
(fr, frstar) = km.kanes_equations(bodyList, forceList)
|
| 318 |
+
mm = km.mass_matrix_full
|
| 319 |
+
assert mm[3, 3] == Iz
|
| 320 |
+
|
| 321 |
+
def test_input_format():
|
| 322 |
+
# 1 dof problem from test_one_dof
|
| 323 |
+
q, u = dynamicsymbols('q u')
|
| 324 |
+
qd, ud = dynamicsymbols('q u', 1)
|
| 325 |
+
m, c, k = symbols('m c k')
|
| 326 |
+
N = ReferenceFrame('N')
|
| 327 |
+
P = Point('P')
|
| 328 |
+
P.set_vel(N, u * N.x)
|
| 329 |
+
|
| 330 |
+
kd = [qd - u]
|
| 331 |
+
FL = [(P, (-k * q - c * u) * N.x)]
|
| 332 |
+
pa = Particle('pa', P, m)
|
| 333 |
+
BL = [pa]
|
| 334 |
+
|
| 335 |
+
KM = KanesMethod(N, [q], [u], kd)
|
| 336 |
+
# test for input format kane.kanes_equations((body1, body2, particle1))
|
| 337 |
+
assert KM.kanes_equations(BL)[0] == Matrix([0])
|
| 338 |
+
# test for input format kane.kanes_equations(bodies=(body1, body 2), loads=(load1,load2))
|
| 339 |
+
assert KM.kanes_equations(bodies=BL, loads=None)[0] == Matrix([0])
|
| 340 |
+
# test for input format kane.kanes_equations(bodies=(body1, body 2), loads=None)
|
| 341 |
+
assert KM.kanes_equations(BL, loads=None)[0] == Matrix([0])
|
| 342 |
+
# test for input format kane.kanes_equations(bodies=(body1, body 2))
|
| 343 |
+
assert KM.kanes_equations(BL)[0] == Matrix([0])
|
| 344 |
+
# test for input format kane.kanes_equations(bodies=(body1, body2), loads=[])
|
| 345 |
+
assert KM.kanes_equations(BL, [])[0] == Matrix([0])
|
| 346 |
+
# test for error raised when a wrong force list (in this case a string) is provided
|
| 347 |
+
raises(ValueError, lambda: KM._form_fr('bad input'))
|
| 348 |
+
|
| 349 |
+
# 1 dof problem from test_one_dof with FL & BL in instance
|
| 350 |
+
KM = KanesMethod(N, [q], [u], kd, bodies=BL, forcelist=FL)
|
| 351 |
+
assert KM.kanes_equations()[0] == Matrix([-c*u - k*q])
|
| 352 |
+
|
| 353 |
+
# 2 dof problem from test_two_dof
|
| 354 |
+
q1, q2, u1, u2 = dynamicsymbols('q1 q2 u1 u2')
|
| 355 |
+
q1d, q2d, u1d, u2d = dynamicsymbols('q1 q2 u1 u2', 1)
|
| 356 |
+
m, c1, c2, k1, k2 = symbols('m c1 c2 k1 k2')
|
| 357 |
+
N = ReferenceFrame('N')
|
| 358 |
+
P1 = Point('P1')
|
| 359 |
+
P2 = Point('P2')
|
| 360 |
+
P1.set_vel(N, u1 * N.x)
|
| 361 |
+
P2.set_vel(N, (u1 + u2) * N.x)
|
| 362 |
+
kd = [q1d - u1, q2d - u2]
|
| 363 |
+
|
| 364 |
+
FL = ((P1, (-k1 * q1 - c1 * u1 + k2 * q2 + c2 * u2) * N.x), (P2, (-k2 *
|
| 365 |
+
q2 - c2 * u2) * N.x))
|
| 366 |
+
pa1 = Particle('pa1', P1, m)
|
| 367 |
+
pa2 = Particle('pa2', P2, m)
|
| 368 |
+
BL = (pa1, pa2)
|
| 369 |
+
|
| 370 |
+
KM = KanesMethod(N, q_ind=[q1, q2], u_ind=[u1, u2], kd_eqs=kd)
|
| 371 |
+
# test for input format
|
| 372 |
+
# kane.kanes_equations((body1, body2), (load1, load2))
|
| 373 |
+
KM.kanes_equations(BL, FL)
|
| 374 |
+
MM = KM.mass_matrix
|
| 375 |
+
forcing = KM.forcing
|
| 376 |
+
rhs = MM.inv() * forcing
|
| 377 |
+
assert expand(rhs[0]) == expand((-k1 * q1 - c1 * u1 + k2 * q2 + c2 * u2)/m)
|
| 378 |
+
assert expand(rhs[1]) == expand((k1 * q1 + c1 * u1 - 2 * k2 * q2 - 2 *
|
| 379 |
+
c2 * u2) / m)
|
| 380 |
+
|
| 381 |
+
|
| 382 |
+
def test_implicit_kinematics():
|
| 383 |
+
# Test that implicit kinematics can handle complicated
|
| 384 |
+
# equations that explicit form struggles with
|
| 385 |
+
# See https://github.com/sympy/sympy/issues/22626
|
| 386 |
+
|
| 387 |
+
# Inertial frame
|
| 388 |
+
NED = ReferenceFrame('NED')
|
| 389 |
+
NED_o = Point('NED_o')
|
| 390 |
+
NED_o.set_vel(NED, 0)
|
| 391 |
+
|
| 392 |
+
# body frame
|
| 393 |
+
q_att = dynamicsymbols('lambda_0:4', real=True)
|
| 394 |
+
B = NED.orientnew('B', 'Quaternion', q_att)
|
| 395 |
+
|
| 396 |
+
# Generalized coordinates
|
| 397 |
+
q_pos = dynamicsymbols('B_x:z')
|
| 398 |
+
B_cm = NED_o.locatenew('B_cm', q_pos[0]*B.x + q_pos[1]*B.y + q_pos[2]*B.z)
|
| 399 |
+
|
| 400 |
+
q_ind = q_att[1:] + q_pos
|
| 401 |
+
q_dep = [q_att[0]]
|
| 402 |
+
|
| 403 |
+
kinematic_eqs = []
|
| 404 |
+
|
| 405 |
+
# Generalized velocities
|
| 406 |
+
B_ang_vel = B.ang_vel_in(NED)
|
| 407 |
+
P, Q, R = dynamicsymbols('P Q R')
|
| 408 |
+
B.set_ang_vel(NED, P*B.x + Q*B.y + R*B.z)
|
| 409 |
+
|
| 410 |
+
B_ang_vel_kd = (B.ang_vel_in(NED) - B_ang_vel).simplify()
|
| 411 |
+
|
| 412 |
+
# Equating the two gives us the kinematic equation
|
| 413 |
+
kinematic_eqs += [
|
| 414 |
+
B_ang_vel_kd & B.x,
|
| 415 |
+
B_ang_vel_kd & B.y,
|
| 416 |
+
B_ang_vel_kd & B.z
|
| 417 |
+
]
|
| 418 |
+
|
| 419 |
+
B_cm_vel = B_cm.vel(NED)
|
| 420 |
+
U, V, W = dynamicsymbols('U V W')
|
| 421 |
+
B_cm.set_vel(NED, U*B.x + V*B.y + W*B.z)
|
| 422 |
+
|
| 423 |
+
# Compute the velocity of the point using the two methods
|
| 424 |
+
B_ref_vel_kd = (B_cm.vel(NED) - B_cm_vel)
|
| 425 |
+
|
| 426 |
+
# taking dot product with unit vectors to get kinematic equations
|
| 427 |
+
# relating body coordinates and velocities
|
| 428 |
+
|
| 429 |
+
# Note, there is a choice to dot with NED.xyz here. That makes
|
| 430 |
+
# the implicit form have some bigger terms but is still fine, the
|
| 431 |
+
# explicit form still struggles though
|
| 432 |
+
kinematic_eqs += [
|
| 433 |
+
B_ref_vel_kd & B.x,
|
| 434 |
+
B_ref_vel_kd & B.y,
|
| 435 |
+
B_ref_vel_kd & B.z,
|
| 436 |
+
]
|
| 437 |
+
|
| 438 |
+
u_ind = [U, V, W, P, Q, R]
|
| 439 |
+
|
| 440 |
+
# constraints
|
| 441 |
+
q_att_vec = Matrix(q_att)
|
| 442 |
+
config_cons = [(q_att_vec.T*q_att_vec)[0] - 1] #unit norm
|
| 443 |
+
kinematic_eqs = kinematic_eqs + [(q_att_vec.T * q_att_vec.diff())[0]]
|
| 444 |
+
|
| 445 |
+
try:
|
| 446 |
+
KM = KanesMethod(NED, q_ind, u_ind,
|
| 447 |
+
q_dependent= q_dep,
|
| 448 |
+
kd_eqs = kinematic_eqs,
|
| 449 |
+
configuration_constraints = config_cons,
|
| 450 |
+
velocity_constraints= [],
|
| 451 |
+
u_dependent= [], #no dependent speeds
|
| 452 |
+
u_auxiliary = [], # No auxiliary speeds
|
| 453 |
+
explicit_kinematics = False # implicit kinematics
|
| 454 |
+
)
|
| 455 |
+
except Exception as e:
|
| 456 |
+
raise e
|
| 457 |
+
|
| 458 |
+
# mass and inertia dyadic relative to CM
|
| 459 |
+
M_B = symbols('M_B')
|
| 460 |
+
J_B = inertia(B, *[S(f'J_B_{ax}')*(1 if ax[0] == ax[1] else -1)
|
| 461 |
+
for ax in ['xx', 'yy', 'zz', 'xy', 'yz', 'xz']])
|
| 462 |
+
J_B = J_B.subs({S('J_B_xy'): 0, S('J_B_yz'): 0})
|
| 463 |
+
RB = RigidBody('RB', B_cm, B, M_B, (J_B, B_cm))
|
| 464 |
+
|
| 465 |
+
rigid_bodies = [RB]
|
| 466 |
+
# Forces
|
| 467 |
+
force_list = [
|
| 468 |
+
#gravity pointing down
|
| 469 |
+
(RB.masscenter, RB.mass*S('g')*NED.z),
|
| 470 |
+
#generic forces and torques in body frame(inputs)
|
| 471 |
+
(RB.frame, dynamicsymbols('T_z')*B.z),
|
| 472 |
+
(RB.masscenter, dynamicsymbols('F_z')*B.z)
|
| 473 |
+
]
|
| 474 |
+
|
| 475 |
+
KM.kanes_equations(rigid_bodies, force_list)
|
| 476 |
+
|
| 477 |
+
# Expecting implicit form to be less than 5% of the flops
|
| 478 |
+
n_ops_implicit = sum(
|
| 479 |
+
[x.count_ops() for x in KM.forcing_full] +
|
| 480 |
+
[x.count_ops() for x in KM.mass_matrix_full]
|
| 481 |
+
)
|
| 482 |
+
# Save implicit kinematic matrices to use later
|
| 483 |
+
mass_matrix_kin_implicit = KM.mass_matrix_kin
|
| 484 |
+
forcing_kin_implicit = KM.forcing_kin
|
| 485 |
+
|
| 486 |
+
KM.explicit_kinematics = True
|
| 487 |
+
n_ops_explicit = sum(
|
| 488 |
+
[x.count_ops() for x in KM.forcing_full] +
|
| 489 |
+
[x.count_ops() for x in KM.mass_matrix_full]
|
| 490 |
+
)
|
| 491 |
+
forcing_kin_explicit = KM.forcing_kin
|
| 492 |
+
|
| 493 |
+
assert n_ops_implicit / n_ops_explicit < .05
|
| 494 |
+
|
| 495 |
+
# Ideally we would check that implicit and explicit equations give the same result as done in test_one_dof
|
| 496 |
+
# But the whole raison-d'etre of the implicit equations is to deal with problems such
|
| 497 |
+
# as this one where the explicit form is too complicated to handle, especially the angular part
|
| 498 |
+
# (i.e. tests would be too slow)
|
| 499 |
+
# Instead, we check that the kinematic equations are correct using more fundamental tests:
|
| 500 |
+
#
|
| 501 |
+
# (1) that we recover the kinematic equations we have provided
|
| 502 |
+
assert (mass_matrix_kin_implicit * KM.q.diff() - forcing_kin_implicit) == Matrix(kinematic_eqs)
|
| 503 |
+
|
| 504 |
+
# (2) that rate of quaternions matches what 'textbook' solutions give
|
| 505 |
+
# Note that we just use the explicit kinematics for the linear velocities
|
| 506 |
+
# as they are not as complicated as the angular ones
|
| 507 |
+
qdot_candidate = forcing_kin_explicit
|
| 508 |
+
|
| 509 |
+
quat_dot_textbook = Matrix([
|
| 510 |
+
[0, -P, -Q, -R],
|
| 511 |
+
[P, 0, R, -Q],
|
| 512 |
+
[Q, -R, 0, P],
|
| 513 |
+
[R, Q, -P, 0],
|
| 514 |
+
]) * q_att_vec / 2
|
| 515 |
+
|
| 516 |
+
# Again, if we don't use this "textbook" solution
|
| 517 |
+
# sympy will struggle to deal with the terms related to quaternion rates
|
| 518 |
+
# due to the number of operations involved
|
| 519 |
+
qdot_candidate[-1] = quat_dot_textbook[0] # lambda_0, note the [-1] as sympy's Kane puts the dependent coordinate last
|
| 520 |
+
qdot_candidate[0] = quat_dot_textbook[1] # lambda_1
|
| 521 |
+
qdot_candidate[1] = quat_dot_textbook[2] # lambda_2
|
| 522 |
+
qdot_candidate[2] = quat_dot_textbook[3] # lambda_3
|
| 523 |
+
|
| 524 |
+
# sub the config constraint in the candidate solution and compare to the implicit rhs
|
| 525 |
+
lambda_0_sol = solve(config_cons[0], q_att_vec[0])[1]
|
| 526 |
+
lhs_candidate = simplify(mass_matrix_kin_implicit * qdot_candidate).subs({q_att_vec[0]: lambda_0_sol})
|
| 527 |
+
assert lhs_candidate == forcing_kin_implicit
|
| 528 |
+
|
| 529 |
+
def test_issue_24887():
|
| 530 |
+
# Spherical pendulum
|
| 531 |
+
g, l, m, c = symbols('g l m c')
|
| 532 |
+
q1, q2, q3, u1, u2, u3 = dynamicsymbols('q1:4 u1:4')
|
| 533 |
+
N = ReferenceFrame('N')
|
| 534 |
+
A = ReferenceFrame('A')
|
| 535 |
+
A.orient_body_fixed(N, (q1, q2, q3), 'zxy')
|
| 536 |
+
N_w_A = A.ang_vel_in(N)
|
| 537 |
+
# A.set_ang_vel(N, u1 * A.x + u2 * A.y + u3 * A.z)
|
| 538 |
+
kdes = [N_w_A.dot(A.x) - u1, N_w_A.dot(A.y) - u2, N_w_A.dot(A.z) - u3]
|
| 539 |
+
O = Point('O')
|
| 540 |
+
O.set_vel(N, 0)
|
| 541 |
+
Po = O.locatenew('Po', -l * A.y)
|
| 542 |
+
Po.set_vel(A, 0)
|
| 543 |
+
P = Particle('P', Po, m)
|
| 544 |
+
kane = KanesMethod(N, [q1, q2, q3], [u1, u2, u3], kdes, bodies=[P],
|
| 545 |
+
forcelist=[(Po, -m * g * N.y)])
|
| 546 |
+
kane.kanes_equations()
|
| 547 |
+
expected_md = m * l ** 2 * Matrix([[1, 0, 0], [0, 0, 0], [0, 0, 1]])
|
| 548 |
+
expected_fd = Matrix([
|
| 549 |
+
[l*m*(g*(sin(q1)*sin(q3) - sin(q2)*cos(q1)*cos(q3)) - l*u2*u3)],
|
| 550 |
+
[0], [l*m*(-g*(sin(q1)*cos(q3) + sin(q2)*sin(q3)*cos(q1)) + l*u1*u2)]])
|
| 551 |
+
assert find_dynamicsymbols(kane.forcing).issubset({q1, q2, q3, u1, u2, u3})
|
| 552 |
+
assert simplify(kane.mass_matrix - expected_md) == zeros(3, 3)
|
| 553 |
+
assert simplify(kane.forcing - expected_fd) == zeros(3, 1)
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_lagrange2.py
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from sympy import symbols
|
| 2 |
+
from sympy.physics.mechanics import dynamicsymbols
|
| 3 |
+
from sympy.physics.mechanics import ReferenceFrame, Point, Particle
|
| 4 |
+
from sympy.physics.mechanics import LagrangesMethod, Lagrangian
|
| 5 |
+
|
| 6 |
+
### This test asserts that a system with more than one external forces
|
| 7 |
+
### is acurately formed with Lagrange method (see issue #8626)
|
| 8 |
+
|
| 9 |
+
def test_lagrange_2forces():
|
| 10 |
+
### Equations for two damped springs in serie with two forces
|
| 11 |
+
|
| 12 |
+
### generalized coordinates
|
| 13 |
+
q1, q2 = dynamicsymbols('q1, q2')
|
| 14 |
+
### generalized speeds
|
| 15 |
+
q1d, q2d = dynamicsymbols('q1, q2', 1)
|
| 16 |
+
|
| 17 |
+
### Mass, spring strength, friction coefficient
|
| 18 |
+
m, k, nu = symbols('m, k, nu')
|
| 19 |
+
|
| 20 |
+
N = ReferenceFrame('N')
|
| 21 |
+
O = Point('O')
|
| 22 |
+
|
| 23 |
+
### Two points
|
| 24 |
+
P1 = O.locatenew('P1', q1 * N.x)
|
| 25 |
+
P1.set_vel(N, q1d * N.x)
|
| 26 |
+
P2 = O.locatenew('P1', q2 * N.x)
|
| 27 |
+
P2.set_vel(N, q2d * N.x)
|
| 28 |
+
|
| 29 |
+
pP1 = Particle('pP1', P1, m)
|
| 30 |
+
pP1.potential_energy = k * q1**2 / 2
|
| 31 |
+
|
| 32 |
+
pP2 = Particle('pP2', P2, m)
|
| 33 |
+
pP2.potential_energy = k * (q1 - q2)**2 / 2
|
| 34 |
+
|
| 35 |
+
#### Friction forces
|
| 36 |
+
forcelist = [(P1, - nu * q1d * N.x),
|
| 37 |
+
(P2, - nu * q2d * N.x)]
|
| 38 |
+
lag = Lagrangian(N, pP1, pP2)
|
| 39 |
+
|
| 40 |
+
l_method = LagrangesMethod(lag, (q1, q2), forcelist=forcelist, frame=N)
|
| 41 |
+
l_method.form_lagranges_equations()
|
| 42 |
+
|
| 43 |
+
eq1 = l_method.eom[0]
|
| 44 |
+
assert eq1.diff(q1d) == nu
|
| 45 |
+
eq2 = l_method.eom[1]
|
| 46 |
+
assert eq2.diff(q2d) == nu
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_method.py
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from sympy.physics.mechanics.method import _Methods
|
| 2 |
+
from sympy.testing.pytest import raises
|
| 3 |
+
|
| 4 |
+
def test_method():
|
| 5 |
+
raises(TypeError, lambda: _Methods())
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_models.py
ADDED
|
@@ -0,0 +1,117 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import sympy.physics.mechanics.models as models
|
| 2 |
+
from sympy import (cos, sin, Matrix, symbols, zeros)
|
| 3 |
+
from sympy.simplify.simplify import simplify
|
| 4 |
+
from sympy.physics.mechanics import (dynamicsymbols)
|
| 5 |
+
|
| 6 |
+
|
| 7 |
+
def test_multi_mass_spring_damper_inputs():
|
| 8 |
+
|
| 9 |
+
c0, k0, m0 = symbols("c0 k0 m0")
|
| 10 |
+
g = symbols("g")
|
| 11 |
+
v0, x0, f0 = dynamicsymbols("v0 x0 f0")
|
| 12 |
+
|
| 13 |
+
kane1 = models.multi_mass_spring_damper(1)
|
| 14 |
+
massmatrix1 = Matrix([[m0]])
|
| 15 |
+
forcing1 = Matrix([[-c0*v0 - k0*x0]])
|
| 16 |
+
assert simplify(massmatrix1 - kane1.mass_matrix) == Matrix([0])
|
| 17 |
+
assert simplify(forcing1 - kane1.forcing) == Matrix([0])
|
| 18 |
+
|
| 19 |
+
kane2 = models.multi_mass_spring_damper(1, True)
|
| 20 |
+
massmatrix2 = Matrix([[m0]])
|
| 21 |
+
forcing2 = Matrix([[-c0*v0 + g*m0 - k0*x0]])
|
| 22 |
+
assert simplify(massmatrix2 - kane2.mass_matrix) == Matrix([0])
|
| 23 |
+
assert simplify(forcing2 - kane2.forcing) == Matrix([0])
|
| 24 |
+
|
| 25 |
+
kane3 = models.multi_mass_spring_damper(1, True, True)
|
| 26 |
+
massmatrix3 = Matrix([[m0]])
|
| 27 |
+
forcing3 = Matrix([[-c0*v0 + g*m0 - k0*x0 + f0]])
|
| 28 |
+
assert simplify(massmatrix3 - kane3.mass_matrix) == Matrix([0])
|
| 29 |
+
assert simplify(forcing3 - kane3.forcing) == Matrix([0])
|
| 30 |
+
|
| 31 |
+
kane4 = models.multi_mass_spring_damper(1, False, True)
|
| 32 |
+
massmatrix4 = Matrix([[m0]])
|
| 33 |
+
forcing4 = Matrix([[-c0*v0 - k0*x0 + f0]])
|
| 34 |
+
assert simplify(massmatrix4 - kane4.mass_matrix) == Matrix([0])
|
| 35 |
+
assert simplify(forcing4 - kane4.forcing) == Matrix([0])
|
| 36 |
+
|
| 37 |
+
|
| 38 |
+
def test_multi_mass_spring_damper_higher_order():
|
| 39 |
+
c0, k0, m0 = symbols("c0 k0 m0")
|
| 40 |
+
c1, k1, m1 = symbols("c1 k1 m1")
|
| 41 |
+
c2, k2, m2 = symbols("c2 k2 m2")
|
| 42 |
+
v0, x0 = dynamicsymbols("v0 x0")
|
| 43 |
+
v1, x1 = dynamicsymbols("v1 x1")
|
| 44 |
+
v2, x2 = dynamicsymbols("v2 x2")
|
| 45 |
+
|
| 46 |
+
kane1 = models.multi_mass_spring_damper(3)
|
| 47 |
+
massmatrix1 = Matrix([[m0 + m1 + m2, m1 + m2, m2],
|
| 48 |
+
[m1 + m2, m1 + m2, m2],
|
| 49 |
+
[m2, m2, m2]])
|
| 50 |
+
forcing1 = Matrix([[-c0*v0 - k0*x0],
|
| 51 |
+
[-c1*v1 - k1*x1],
|
| 52 |
+
[-c2*v2 - k2*x2]])
|
| 53 |
+
assert simplify(massmatrix1 - kane1.mass_matrix) == zeros(3)
|
| 54 |
+
assert simplify(forcing1 - kane1.forcing) == Matrix([0, 0, 0])
|
| 55 |
+
|
| 56 |
+
|
| 57 |
+
def test_n_link_pendulum_on_cart_inputs():
|
| 58 |
+
l0, m0 = symbols("l0 m0")
|
| 59 |
+
m1 = symbols("m1")
|
| 60 |
+
g = symbols("g")
|
| 61 |
+
q0, q1, F, T1 = dynamicsymbols("q0 q1 F T1")
|
| 62 |
+
u0, u1 = dynamicsymbols("u0 u1")
|
| 63 |
+
|
| 64 |
+
kane1 = models.n_link_pendulum_on_cart(1)
|
| 65 |
+
massmatrix1 = Matrix([[m0 + m1, -l0*m1*cos(q1)],
|
| 66 |
+
[-l0*m1*cos(q1), l0**2*m1]])
|
| 67 |
+
forcing1 = Matrix([[-l0*m1*u1**2*sin(q1) + F], [g*l0*m1*sin(q1)]])
|
| 68 |
+
assert simplify(massmatrix1 - kane1.mass_matrix) == zeros(2)
|
| 69 |
+
assert simplify(forcing1 - kane1.forcing) == Matrix([0, 0])
|
| 70 |
+
|
| 71 |
+
kane2 = models.n_link_pendulum_on_cart(1, False)
|
| 72 |
+
massmatrix2 = Matrix([[m0 + m1, -l0*m1*cos(q1)],
|
| 73 |
+
[-l0*m1*cos(q1), l0**2*m1]])
|
| 74 |
+
forcing2 = Matrix([[-l0*m1*u1**2*sin(q1)], [g*l0*m1*sin(q1)]])
|
| 75 |
+
assert simplify(massmatrix2 - kane2.mass_matrix) == zeros(2)
|
| 76 |
+
assert simplify(forcing2 - kane2.forcing) == Matrix([0, 0])
|
| 77 |
+
|
| 78 |
+
kane3 = models.n_link_pendulum_on_cart(1, False, True)
|
| 79 |
+
massmatrix3 = Matrix([[m0 + m1, -l0*m1*cos(q1)],
|
| 80 |
+
[-l0*m1*cos(q1), l0**2*m1]])
|
| 81 |
+
forcing3 = Matrix([[-l0*m1*u1**2*sin(q1)], [g*l0*m1*sin(q1) + T1]])
|
| 82 |
+
assert simplify(massmatrix3 - kane3.mass_matrix) == zeros(2)
|
| 83 |
+
assert simplify(forcing3 - kane3.forcing) == Matrix([0, 0])
|
| 84 |
+
|
| 85 |
+
kane4 = models.n_link_pendulum_on_cart(1, True, False)
|
| 86 |
+
massmatrix4 = Matrix([[m0 + m1, -l0*m1*cos(q1)],
|
| 87 |
+
[-l0*m1*cos(q1), l0**2*m1]])
|
| 88 |
+
forcing4 = Matrix([[-l0*m1*u1**2*sin(q1) + F], [g*l0*m1*sin(q1)]])
|
| 89 |
+
assert simplify(massmatrix4 - kane4.mass_matrix) == zeros(2)
|
| 90 |
+
assert simplify(forcing4 - kane4.forcing) == Matrix([0, 0])
|
| 91 |
+
|
| 92 |
+
|
| 93 |
+
def test_n_link_pendulum_on_cart_higher_order():
|
| 94 |
+
l0, m0 = symbols("l0 m0")
|
| 95 |
+
l1, m1 = symbols("l1 m1")
|
| 96 |
+
m2 = symbols("m2")
|
| 97 |
+
g = symbols("g")
|
| 98 |
+
q0, q1, q2 = dynamicsymbols("q0 q1 q2")
|
| 99 |
+
u0, u1, u2 = dynamicsymbols("u0 u1 u2")
|
| 100 |
+
F, T1 = dynamicsymbols("F T1")
|
| 101 |
+
|
| 102 |
+
kane1 = models.n_link_pendulum_on_cart(2)
|
| 103 |
+
massmatrix1 = Matrix([[m0 + m1 + m2, -l0*m1*cos(q1) - l0*m2*cos(q1),
|
| 104 |
+
-l1*m2*cos(q2)],
|
| 105 |
+
[-l0*m1*cos(q1) - l0*m2*cos(q1), l0**2*m1 + l0**2*m2,
|
| 106 |
+
l0*l1*m2*(sin(q1)*sin(q2) + cos(q1)*cos(q2))],
|
| 107 |
+
[-l1*m2*cos(q2),
|
| 108 |
+
l0*l1*m2*(sin(q1)*sin(q2) + cos(q1)*cos(q2)),
|
| 109 |
+
l1**2*m2]])
|
| 110 |
+
forcing1 = Matrix([[-l0*m1*u1**2*sin(q1) - l0*m2*u1**2*sin(q1) -
|
| 111 |
+
l1*m2*u2**2*sin(q2) + F],
|
| 112 |
+
[g*l0*m1*sin(q1) + g*l0*m2*sin(q1) -
|
| 113 |
+
l0*l1*m2*(sin(q1)*cos(q2) - sin(q2)*cos(q1))*u2**2],
|
| 114 |
+
[g*l1*m2*sin(q2) - l0*l1*m2*(-sin(q1)*cos(q2) +
|
| 115 |
+
sin(q2)*cos(q1))*u1**2]])
|
| 116 |
+
assert simplify(massmatrix1 - kane1.mass_matrix) == zeros(3)
|
| 117 |
+
assert simplify(forcing1 - kane1.forcing) == Matrix([0, 0, 0])
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_particle.py
ADDED
|
@@ -0,0 +1,78 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from sympy import symbols
|
| 2 |
+
from sympy.physics.mechanics import Point, Particle, ReferenceFrame, inertia
|
| 3 |
+
from sympy.physics.mechanics.body_base import BodyBase
|
| 4 |
+
from sympy.testing.pytest import raises, warns_deprecated_sympy
|
| 5 |
+
|
| 6 |
+
|
| 7 |
+
def test_particle_default():
|
| 8 |
+
# Test default
|
| 9 |
+
p = Particle('P')
|
| 10 |
+
assert p.name == 'P'
|
| 11 |
+
assert p.mass == symbols('P_mass')
|
| 12 |
+
assert p.masscenter.name == 'P_masscenter'
|
| 13 |
+
assert p.potential_energy == 0
|
| 14 |
+
assert p.__str__() == 'P'
|
| 15 |
+
assert p.__repr__() == ("Particle('P', masscenter=P_masscenter, "
|
| 16 |
+
"mass=P_mass)")
|
| 17 |
+
raises(AttributeError, lambda: p.frame)
|
| 18 |
+
|
| 19 |
+
|
| 20 |
+
def test_particle():
|
| 21 |
+
# Test initializing with parameters
|
| 22 |
+
m, m2, v1, v2, v3, r, g, h = symbols('m m2 v1 v2 v3 r g h')
|
| 23 |
+
P = Point('P')
|
| 24 |
+
P2 = Point('P2')
|
| 25 |
+
p = Particle('pa', P, m)
|
| 26 |
+
assert isinstance(p, BodyBase)
|
| 27 |
+
assert p.mass == m
|
| 28 |
+
assert p.point == P
|
| 29 |
+
# Test the mass setter
|
| 30 |
+
p.mass = m2
|
| 31 |
+
assert p.mass == m2
|
| 32 |
+
# Test the point setter
|
| 33 |
+
p.point = P2
|
| 34 |
+
assert p.point == P2
|
| 35 |
+
# Test the linear momentum function
|
| 36 |
+
N = ReferenceFrame('N')
|
| 37 |
+
O = Point('O')
|
| 38 |
+
P2.set_pos(O, r * N.y)
|
| 39 |
+
P2.set_vel(N, v1 * N.x)
|
| 40 |
+
raises(TypeError, lambda: Particle(P, P, m))
|
| 41 |
+
raises(TypeError, lambda: Particle('pa', m, m))
|
| 42 |
+
assert p.linear_momentum(N) == m2 * v1 * N.x
|
| 43 |
+
assert p.angular_momentum(O, N) == -m2 * r * v1 * N.z
|
| 44 |
+
P2.set_vel(N, v2 * N.y)
|
| 45 |
+
assert p.linear_momentum(N) == m2 * v2 * N.y
|
| 46 |
+
assert p.angular_momentum(O, N) == 0
|
| 47 |
+
P2.set_vel(N, v3 * N.z)
|
| 48 |
+
assert p.linear_momentum(N) == m2 * v3 * N.z
|
| 49 |
+
assert p.angular_momentum(O, N) == m2 * r * v3 * N.x
|
| 50 |
+
P2.set_vel(N, v1 * N.x + v2 * N.y + v3 * N.z)
|
| 51 |
+
assert p.linear_momentum(N) == m2 * (v1 * N.x + v2 * N.y + v3 * N.z)
|
| 52 |
+
assert p.angular_momentum(O, N) == m2 * r * (v3 * N.x - v1 * N.z)
|
| 53 |
+
p.potential_energy = m * g * h
|
| 54 |
+
assert p.potential_energy == m * g * h
|
| 55 |
+
# TODO make the result not be system-dependent
|
| 56 |
+
assert p.kinetic_energy(
|
| 57 |
+
N) in [m2 * (v1 ** 2 + v2 ** 2 + v3 ** 2) / 2,
|
| 58 |
+
m2 * v1 ** 2 / 2 + m2 * v2 ** 2 / 2 + m2 * v3 ** 2 / 2]
|
| 59 |
+
|
| 60 |
+
|
| 61 |
+
def test_parallel_axis():
|
| 62 |
+
N = ReferenceFrame('N')
|
| 63 |
+
m, a, b = symbols('m, a, b')
|
| 64 |
+
o = Point('o')
|
| 65 |
+
p = o.locatenew('p', a * N.x + b * N.y)
|
| 66 |
+
P = Particle('P', o, m)
|
| 67 |
+
Ip = P.parallel_axis(p, N)
|
| 68 |
+
Ip_expected = inertia(N, m * b ** 2, m * a ** 2, m * (a ** 2 + b ** 2),
|
| 69 |
+
ixy=-m * a * b)
|
| 70 |
+
assert Ip == Ip_expected
|
| 71 |
+
|
| 72 |
+
|
| 73 |
+
def test_deprecated_set_potential_energy():
|
| 74 |
+
m, g, h = symbols('m g h')
|
| 75 |
+
P = Point('P')
|
| 76 |
+
p = Particle('pa', P, m)
|
| 77 |
+
with warns_deprecated_sympy():
|
| 78 |
+
p.set_potential_energy(m * g * h)
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_rigidbody.py
ADDED
|
@@ -0,0 +1,184 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from sympy.physics.mechanics import Point, ReferenceFrame, Dyadic, RigidBody
|
| 2 |
+
from sympy.physics.mechanics import dynamicsymbols, outer, inertia, Inertia
|
| 3 |
+
from sympy.physics.mechanics import inertia_of_point_mass
|
| 4 |
+
from sympy import expand, zeros, simplify, symbols
|
| 5 |
+
from sympy.testing.pytest import raises, warns_deprecated_sympy
|
| 6 |
+
|
| 7 |
+
|
| 8 |
+
def test_rigidbody_default():
|
| 9 |
+
# Test default
|
| 10 |
+
b = RigidBody('B')
|
| 11 |
+
I = inertia(b.frame, *symbols('B_ixx B_iyy B_izz B_ixy B_iyz B_izx'))
|
| 12 |
+
assert b.name == 'B'
|
| 13 |
+
assert b.mass == symbols('B_mass')
|
| 14 |
+
assert b.masscenter.name == 'B_masscenter'
|
| 15 |
+
assert b.inertia == (I, b.masscenter)
|
| 16 |
+
assert b.central_inertia == I
|
| 17 |
+
assert b.frame.name == 'B_frame'
|
| 18 |
+
assert b.__str__() == 'B'
|
| 19 |
+
assert b.__repr__() == (
|
| 20 |
+
"RigidBody('B', masscenter=B_masscenter, frame=B_frame, mass=B_mass, "
|
| 21 |
+
"inertia=Inertia(dyadic=B_ixx*(B_frame.x|B_frame.x) + "
|
| 22 |
+
"B_ixy*(B_frame.x|B_frame.y) + B_izx*(B_frame.x|B_frame.z) + "
|
| 23 |
+
"B_ixy*(B_frame.y|B_frame.x) + B_iyy*(B_frame.y|B_frame.y) + "
|
| 24 |
+
"B_iyz*(B_frame.y|B_frame.z) + B_izx*(B_frame.z|B_frame.x) + "
|
| 25 |
+
"B_iyz*(B_frame.z|B_frame.y) + B_izz*(B_frame.z|B_frame.z), "
|
| 26 |
+
"point=B_masscenter))")
|
| 27 |
+
|
| 28 |
+
|
| 29 |
+
def test_rigidbody():
|
| 30 |
+
m, m2, v1, v2, v3, omega = symbols('m m2 v1 v2 v3 omega')
|
| 31 |
+
A = ReferenceFrame('A')
|
| 32 |
+
A2 = ReferenceFrame('A2')
|
| 33 |
+
P = Point('P')
|
| 34 |
+
P2 = Point('P2')
|
| 35 |
+
I = Dyadic(0)
|
| 36 |
+
I2 = Dyadic(0)
|
| 37 |
+
B = RigidBody('B', P, A, m, (I, P))
|
| 38 |
+
assert B.mass == m
|
| 39 |
+
assert B.frame == A
|
| 40 |
+
assert B.masscenter == P
|
| 41 |
+
assert B.inertia == (I, B.masscenter)
|
| 42 |
+
|
| 43 |
+
B.mass = m2
|
| 44 |
+
B.frame = A2
|
| 45 |
+
B.masscenter = P2
|
| 46 |
+
B.inertia = (I2, B.masscenter)
|
| 47 |
+
raises(TypeError, lambda: RigidBody(P, P, A, m, (I, P)))
|
| 48 |
+
raises(TypeError, lambda: RigidBody('B', P, P, m, (I, P)))
|
| 49 |
+
raises(TypeError, lambda: RigidBody('B', P, A, m, (P, P)))
|
| 50 |
+
raises(TypeError, lambda: RigidBody('B', P, A, m, (I, I)))
|
| 51 |
+
assert B.__str__() == 'B'
|
| 52 |
+
assert B.mass == m2
|
| 53 |
+
assert B.frame == A2
|
| 54 |
+
assert B.masscenter == P2
|
| 55 |
+
assert B.inertia == (I2, B.masscenter)
|
| 56 |
+
assert isinstance(B.inertia, Inertia)
|
| 57 |
+
|
| 58 |
+
# Testing linear momentum function assuming A2 is the inertial frame
|
| 59 |
+
N = ReferenceFrame('N')
|
| 60 |
+
P2.set_vel(N, v1 * N.x + v2 * N.y + v3 * N.z)
|
| 61 |
+
assert B.linear_momentum(N) == m2 * (v1 * N.x + v2 * N.y + v3 * N.z)
|
| 62 |
+
|
| 63 |
+
|
| 64 |
+
def test_rigidbody2():
|
| 65 |
+
M, v, r, omega, g, h = dynamicsymbols('M v r omega g h')
|
| 66 |
+
N = ReferenceFrame('N')
|
| 67 |
+
b = ReferenceFrame('b')
|
| 68 |
+
b.set_ang_vel(N, omega * b.x)
|
| 69 |
+
P = Point('P')
|
| 70 |
+
I = outer(b.x, b.x)
|
| 71 |
+
Inertia_tuple = (I, P)
|
| 72 |
+
B = RigidBody('B', P, b, M, Inertia_tuple)
|
| 73 |
+
P.set_vel(N, v * b.x)
|
| 74 |
+
assert B.angular_momentum(P, N) == omega * b.x
|
| 75 |
+
O = Point('O')
|
| 76 |
+
O.set_vel(N, v * b.x)
|
| 77 |
+
P.set_pos(O, r * b.y)
|
| 78 |
+
assert B.angular_momentum(O, N) == omega * b.x - M*v*r*b.z
|
| 79 |
+
B.potential_energy = M * g * h
|
| 80 |
+
assert B.potential_energy == M * g * h
|
| 81 |
+
assert expand(2 * B.kinetic_energy(N)) == omega**2 + M * v**2
|
| 82 |
+
|
| 83 |
+
|
| 84 |
+
def test_rigidbody3():
|
| 85 |
+
q1, q2, q3, q4 = dynamicsymbols('q1:5')
|
| 86 |
+
p1, p2, p3 = symbols('p1:4')
|
| 87 |
+
m = symbols('m')
|
| 88 |
+
|
| 89 |
+
A = ReferenceFrame('A')
|
| 90 |
+
B = A.orientnew('B', 'axis', [q1, A.x])
|
| 91 |
+
O = Point('O')
|
| 92 |
+
O.set_vel(A, q2*A.x + q3*A.y + q4*A.z)
|
| 93 |
+
P = O.locatenew('P', p1*B.x + p2*B.y + p3*B.z)
|
| 94 |
+
P.v2pt_theory(O, A, B)
|
| 95 |
+
I = outer(B.x, B.x)
|
| 96 |
+
|
| 97 |
+
rb1 = RigidBody('rb1', P, B, m, (I, P))
|
| 98 |
+
# I_S/O = I_S/S* + I_S*/O
|
| 99 |
+
rb2 = RigidBody('rb2', P, B, m,
|
| 100 |
+
(I + inertia_of_point_mass(m, P.pos_from(O), B), O))
|
| 101 |
+
|
| 102 |
+
assert rb1.central_inertia == rb2.central_inertia
|
| 103 |
+
assert rb1.angular_momentum(O, A) == rb2.angular_momentum(O, A)
|
| 104 |
+
|
| 105 |
+
|
| 106 |
+
def test_pendulum_angular_momentum():
|
| 107 |
+
"""Consider a pendulum of length OA = 2a, of mass m as a rigid body of
|
| 108 |
+
center of mass G (OG = a) which turn around (O,z). The angle between the
|
| 109 |
+
reference frame R and the rod is q. The inertia of the body is I =
|
| 110 |
+
(G,0,ma^2/3,ma^2/3). """
|
| 111 |
+
|
| 112 |
+
m, a = symbols('m, a')
|
| 113 |
+
q = dynamicsymbols('q')
|
| 114 |
+
|
| 115 |
+
R = ReferenceFrame('R')
|
| 116 |
+
R1 = R.orientnew('R1', 'Axis', [q, R.z])
|
| 117 |
+
R1.set_ang_vel(R, q.diff() * R.z)
|
| 118 |
+
|
| 119 |
+
I = inertia(R1, 0, m * a**2 / 3, m * a**2 / 3)
|
| 120 |
+
|
| 121 |
+
O = Point('O')
|
| 122 |
+
|
| 123 |
+
A = O.locatenew('A', 2*a * R1.x)
|
| 124 |
+
G = O.locatenew('G', a * R1.x)
|
| 125 |
+
|
| 126 |
+
S = RigidBody('S', G, R1, m, (I, G))
|
| 127 |
+
|
| 128 |
+
O.set_vel(R, 0)
|
| 129 |
+
A.v2pt_theory(O, R, R1)
|
| 130 |
+
G.v2pt_theory(O, R, R1)
|
| 131 |
+
|
| 132 |
+
assert (4 * m * a**2 / 3 * q.diff() * R.z -
|
| 133 |
+
S.angular_momentum(O, R).express(R)) == 0
|
| 134 |
+
|
| 135 |
+
|
| 136 |
+
def test_rigidbody_inertia():
|
| 137 |
+
N = ReferenceFrame('N')
|
| 138 |
+
m, Ix, Iy, Iz, a, b = symbols('m, I_x, I_y, I_z, a, b')
|
| 139 |
+
Io = inertia(N, Ix, Iy, Iz)
|
| 140 |
+
o = Point('o')
|
| 141 |
+
p = o.locatenew('p', a * N.x + b * N.y)
|
| 142 |
+
R = RigidBody('R', o, N, m, (Io, p))
|
| 143 |
+
I_check = inertia(N, Ix - b ** 2 * m, Iy - a ** 2 * m,
|
| 144 |
+
Iz - m * (a ** 2 + b ** 2), m * a * b)
|
| 145 |
+
assert isinstance(R.inertia, Inertia)
|
| 146 |
+
assert R.inertia == (Io, p)
|
| 147 |
+
assert R.central_inertia == I_check
|
| 148 |
+
R.central_inertia = Io
|
| 149 |
+
assert R.inertia == (Io, o)
|
| 150 |
+
assert R.central_inertia == Io
|
| 151 |
+
R.inertia = (Io, p)
|
| 152 |
+
assert R.inertia == (Io, p)
|
| 153 |
+
assert R.central_inertia == I_check
|
| 154 |
+
# parse Inertia object
|
| 155 |
+
R.inertia = Inertia(Io, o)
|
| 156 |
+
assert R.inertia == (Io, o)
|
| 157 |
+
|
| 158 |
+
|
| 159 |
+
def test_parallel_axis():
|
| 160 |
+
N = ReferenceFrame('N')
|
| 161 |
+
m, Ix, Iy, Iz, a, b = symbols('m, I_x, I_y, I_z, a, b')
|
| 162 |
+
Io = inertia(N, Ix, Iy, Iz)
|
| 163 |
+
o = Point('o')
|
| 164 |
+
p = o.locatenew('p', a * N.x + b * N.y)
|
| 165 |
+
R = RigidBody('R', o, N, m, (Io, o))
|
| 166 |
+
Ip = R.parallel_axis(p)
|
| 167 |
+
Ip_expected = inertia(N, Ix + m * b**2, Iy + m * a**2,
|
| 168 |
+
Iz + m * (a**2 + b**2), ixy=-m * a * b)
|
| 169 |
+
assert Ip == Ip_expected
|
| 170 |
+
# Reference frame from which the parallel axis is viewed should not matter
|
| 171 |
+
A = ReferenceFrame('A')
|
| 172 |
+
A.orient_axis(N, N.z, 1)
|
| 173 |
+
assert simplify(
|
| 174 |
+
(R.parallel_axis(p, A) - Ip_expected).to_matrix(A)) == zeros(3, 3)
|
| 175 |
+
|
| 176 |
+
|
| 177 |
+
def test_deprecated_set_potential_energy():
|
| 178 |
+
m, g, h = symbols('m g h')
|
| 179 |
+
A = ReferenceFrame('A')
|
| 180 |
+
P = Point('P')
|
| 181 |
+
I = Dyadic(0)
|
| 182 |
+
B = RigidBody('B', P, A, m, (I, P))
|
| 183 |
+
with warns_deprecated_sympy():
|
| 184 |
+
B.set_potential_energy(m*g*h)
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_system.py
ADDED
|
@@ -0,0 +1,245 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from sympy import symbols, Matrix, atan, zeros
|
| 2 |
+
from sympy.simplify.simplify import simplify
|
| 3 |
+
from sympy.physics.mechanics import (dynamicsymbols, Particle, Point,
|
| 4 |
+
ReferenceFrame, SymbolicSystem)
|
| 5 |
+
from sympy.testing.pytest import raises
|
| 6 |
+
|
| 7 |
+
# This class is going to be tested using a simple pendulum set up in x and y
|
| 8 |
+
# coordinates
|
| 9 |
+
x, y, u, v, lam = dynamicsymbols('x y u v lambda')
|
| 10 |
+
m, l, g = symbols('m l g')
|
| 11 |
+
|
| 12 |
+
# Set up the different forms the equations can take
|
| 13 |
+
# [1] Explicit form where the kinematics and dynamics are combined
|
| 14 |
+
# x' = F(x, t, r, p)
|
| 15 |
+
#
|
| 16 |
+
# [2] Implicit form where the kinematics and dynamics are combined
|
| 17 |
+
# M(x, p) x' = F(x, t, r, p)
|
| 18 |
+
#
|
| 19 |
+
# [3] Implicit form where the kinematics and dynamics are separate
|
| 20 |
+
# M(q, p) u' = F(q, u, t, r, p)
|
| 21 |
+
# q' = G(q, u, t, r, p)
|
| 22 |
+
dyn_implicit_mat = Matrix([[1, 0, -x/m],
|
| 23 |
+
[0, 1, -y/m],
|
| 24 |
+
[0, 0, l**2/m]])
|
| 25 |
+
|
| 26 |
+
dyn_implicit_rhs = Matrix([0, 0, u**2 + v**2 - g*y])
|
| 27 |
+
|
| 28 |
+
comb_implicit_mat = Matrix([[1, 0, 0, 0, 0],
|
| 29 |
+
[0, 1, 0, 0, 0],
|
| 30 |
+
[0, 0, 1, 0, -x/m],
|
| 31 |
+
[0, 0, 0, 1, -y/m],
|
| 32 |
+
[0, 0, 0, 0, l**2/m]])
|
| 33 |
+
|
| 34 |
+
comb_implicit_rhs = Matrix([u, v, 0, 0, u**2 + v**2 - g*y])
|
| 35 |
+
|
| 36 |
+
kin_explicit_rhs = Matrix([u, v])
|
| 37 |
+
|
| 38 |
+
comb_explicit_rhs = comb_implicit_mat.LUsolve(comb_implicit_rhs)
|
| 39 |
+
|
| 40 |
+
# Set up a body and load to pass into the system
|
| 41 |
+
theta = atan(x/y)
|
| 42 |
+
N = ReferenceFrame('N')
|
| 43 |
+
A = N.orientnew('A', 'Axis', [theta, N.z])
|
| 44 |
+
O = Point('O')
|
| 45 |
+
P = O.locatenew('P', l * A.x)
|
| 46 |
+
|
| 47 |
+
Pa = Particle('Pa', P, m)
|
| 48 |
+
|
| 49 |
+
bodies = [Pa]
|
| 50 |
+
loads = [(P, g * m * N.x)]
|
| 51 |
+
|
| 52 |
+
# Set up some output equations to be given to SymbolicSystem
|
| 53 |
+
# Change to make these fit the pendulum
|
| 54 |
+
PE = symbols("PE")
|
| 55 |
+
out_eqns = {PE: m*g*(l+y)}
|
| 56 |
+
|
| 57 |
+
# Set up remaining arguments that can be passed to SymbolicSystem
|
| 58 |
+
alg_con = [2]
|
| 59 |
+
alg_con_full = [4]
|
| 60 |
+
coordinates = (x, y, lam)
|
| 61 |
+
speeds = (u, v)
|
| 62 |
+
states = (x, y, u, v, lam)
|
| 63 |
+
coord_idxs = (0, 1)
|
| 64 |
+
speed_idxs = (2, 3)
|
| 65 |
+
|
| 66 |
+
|
| 67 |
+
def test_form_1():
|
| 68 |
+
symsystem1 = SymbolicSystem(states, comb_explicit_rhs,
|
| 69 |
+
alg_con=alg_con_full, output_eqns=out_eqns,
|
| 70 |
+
coord_idxs=coord_idxs, speed_idxs=speed_idxs,
|
| 71 |
+
bodies=bodies, loads=loads)
|
| 72 |
+
|
| 73 |
+
assert symsystem1.coordinates == Matrix([x, y])
|
| 74 |
+
assert symsystem1.speeds == Matrix([u, v])
|
| 75 |
+
assert symsystem1.states == Matrix([x, y, u, v, lam])
|
| 76 |
+
|
| 77 |
+
assert symsystem1.alg_con == [4]
|
| 78 |
+
|
| 79 |
+
inter = comb_explicit_rhs
|
| 80 |
+
assert simplify(symsystem1.comb_explicit_rhs - inter) == zeros(5, 1)
|
| 81 |
+
|
| 82 |
+
assert set(symsystem1.dynamic_symbols()) == {y, v, lam, u, x}
|
| 83 |
+
assert type(symsystem1.dynamic_symbols()) == tuple
|
| 84 |
+
assert set(symsystem1.constant_symbols()) == {l, g, m}
|
| 85 |
+
assert type(symsystem1.constant_symbols()) == tuple
|
| 86 |
+
|
| 87 |
+
assert symsystem1.output_eqns == out_eqns
|
| 88 |
+
|
| 89 |
+
assert symsystem1.bodies == (Pa,)
|
| 90 |
+
assert symsystem1.loads == ((P, g * m * N.x),)
|
| 91 |
+
|
| 92 |
+
|
| 93 |
+
def test_form_2():
|
| 94 |
+
symsystem2 = SymbolicSystem(coordinates, comb_implicit_rhs, speeds=speeds,
|
| 95 |
+
mass_matrix=comb_implicit_mat,
|
| 96 |
+
alg_con=alg_con_full, output_eqns=out_eqns,
|
| 97 |
+
bodies=bodies, loads=loads)
|
| 98 |
+
|
| 99 |
+
assert symsystem2.coordinates == Matrix([x, y, lam])
|
| 100 |
+
assert symsystem2.speeds == Matrix([u, v])
|
| 101 |
+
assert symsystem2.states == Matrix([x, y, lam, u, v])
|
| 102 |
+
|
| 103 |
+
assert symsystem2.alg_con == [4]
|
| 104 |
+
|
| 105 |
+
inter = comb_implicit_rhs
|
| 106 |
+
assert simplify(symsystem2.comb_implicit_rhs - inter) == zeros(5, 1)
|
| 107 |
+
assert simplify(symsystem2.comb_implicit_mat-comb_implicit_mat) == zeros(5)
|
| 108 |
+
|
| 109 |
+
assert set(symsystem2.dynamic_symbols()) == {y, v, lam, u, x}
|
| 110 |
+
assert type(symsystem2.dynamic_symbols()) == tuple
|
| 111 |
+
assert set(symsystem2.constant_symbols()) == {l, g, m}
|
| 112 |
+
assert type(symsystem2.constant_symbols()) == tuple
|
| 113 |
+
|
| 114 |
+
inter = comb_explicit_rhs
|
| 115 |
+
symsystem2.compute_explicit_form()
|
| 116 |
+
assert simplify(symsystem2.comb_explicit_rhs - inter) == zeros(5, 1)
|
| 117 |
+
|
| 118 |
+
|
| 119 |
+
assert symsystem2.output_eqns == out_eqns
|
| 120 |
+
|
| 121 |
+
assert symsystem2.bodies == (Pa,)
|
| 122 |
+
assert symsystem2.loads == ((P, g * m * N.x),)
|
| 123 |
+
|
| 124 |
+
|
| 125 |
+
def test_form_3():
|
| 126 |
+
symsystem3 = SymbolicSystem(states, dyn_implicit_rhs,
|
| 127 |
+
mass_matrix=dyn_implicit_mat,
|
| 128 |
+
coordinate_derivatives=kin_explicit_rhs,
|
| 129 |
+
alg_con=alg_con, coord_idxs=coord_idxs,
|
| 130 |
+
speed_idxs=speed_idxs, bodies=bodies,
|
| 131 |
+
loads=loads)
|
| 132 |
+
|
| 133 |
+
assert symsystem3.coordinates == Matrix([x, y])
|
| 134 |
+
assert symsystem3.speeds == Matrix([u, v])
|
| 135 |
+
assert symsystem3.states == Matrix([x, y, u, v, lam])
|
| 136 |
+
|
| 137 |
+
assert symsystem3.alg_con == [4]
|
| 138 |
+
|
| 139 |
+
inter1 = kin_explicit_rhs
|
| 140 |
+
inter2 = dyn_implicit_rhs
|
| 141 |
+
assert simplify(symsystem3.kin_explicit_rhs - inter1) == zeros(2, 1)
|
| 142 |
+
assert simplify(symsystem3.dyn_implicit_mat - dyn_implicit_mat) == zeros(3)
|
| 143 |
+
assert simplify(symsystem3.dyn_implicit_rhs - inter2) == zeros(3, 1)
|
| 144 |
+
|
| 145 |
+
inter = comb_implicit_rhs
|
| 146 |
+
assert simplify(symsystem3.comb_implicit_rhs - inter) == zeros(5, 1)
|
| 147 |
+
assert simplify(symsystem3.comb_implicit_mat-comb_implicit_mat) == zeros(5)
|
| 148 |
+
|
| 149 |
+
inter = comb_explicit_rhs
|
| 150 |
+
symsystem3.compute_explicit_form()
|
| 151 |
+
assert simplify(symsystem3.comb_explicit_rhs - inter) == zeros(5, 1)
|
| 152 |
+
|
| 153 |
+
assert set(symsystem3.dynamic_symbols()) == {y, v, lam, u, x}
|
| 154 |
+
assert type(symsystem3.dynamic_symbols()) == tuple
|
| 155 |
+
assert set(symsystem3.constant_symbols()) == {l, g, m}
|
| 156 |
+
assert type(symsystem3.constant_symbols()) == tuple
|
| 157 |
+
|
| 158 |
+
assert symsystem3.output_eqns == {}
|
| 159 |
+
|
| 160 |
+
assert symsystem3.bodies == (Pa,)
|
| 161 |
+
assert symsystem3.loads == ((P, g * m * N.x),)
|
| 162 |
+
|
| 163 |
+
|
| 164 |
+
def test_property_attributes():
|
| 165 |
+
symsystem = SymbolicSystem(states, comb_explicit_rhs,
|
| 166 |
+
alg_con=alg_con_full, output_eqns=out_eqns,
|
| 167 |
+
coord_idxs=coord_idxs, speed_idxs=speed_idxs,
|
| 168 |
+
bodies=bodies, loads=loads)
|
| 169 |
+
|
| 170 |
+
with raises(AttributeError):
|
| 171 |
+
symsystem.bodies = 42
|
| 172 |
+
with raises(AttributeError):
|
| 173 |
+
symsystem.coordinates = 42
|
| 174 |
+
with raises(AttributeError):
|
| 175 |
+
symsystem.dyn_implicit_rhs = 42
|
| 176 |
+
with raises(AttributeError):
|
| 177 |
+
symsystem.comb_implicit_rhs = 42
|
| 178 |
+
with raises(AttributeError):
|
| 179 |
+
symsystem.loads = 42
|
| 180 |
+
with raises(AttributeError):
|
| 181 |
+
symsystem.dyn_implicit_mat = 42
|
| 182 |
+
with raises(AttributeError):
|
| 183 |
+
symsystem.comb_implicit_mat = 42
|
| 184 |
+
with raises(AttributeError):
|
| 185 |
+
symsystem.kin_explicit_rhs = 42
|
| 186 |
+
with raises(AttributeError):
|
| 187 |
+
symsystem.comb_explicit_rhs = 42
|
| 188 |
+
with raises(AttributeError):
|
| 189 |
+
symsystem.speeds = 42
|
| 190 |
+
with raises(AttributeError):
|
| 191 |
+
symsystem.states = 42
|
| 192 |
+
with raises(AttributeError):
|
| 193 |
+
symsystem.alg_con = 42
|
| 194 |
+
|
| 195 |
+
|
| 196 |
+
def test_not_specified_errors():
|
| 197 |
+
"""This test will cover errors that arise from trying to access attributes
|
| 198 |
+
that were not specified upon object creation or were specified on creation
|
| 199 |
+
and the user tries to recalculate them."""
|
| 200 |
+
# Trying to access form 2 when form 1 given
|
| 201 |
+
# Trying to access form 3 when form 2 given
|
| 202 |
+
|
| 203 |
+
symsystem1 = SymbolicSystem(states, comb_explicit_rhs)
|
| 204 |
+
|
| 205 |
+
with raises(AttributeError):
|
| 206 |
+
symsystem1.comb_implicit_mat
|
| 207 |
+
with raises(AttributeError):
|
| 208 |
+
symsystem1.comb_implicit_rhs
|
| 209 |
+
with raises(AttributeError):
|
| 210 |
+
symsystem1.dyn_implicit_mat
|
| 211 |
+
with raises(AttributeError):
|
| 212 |
+
symsystem1.dyn_implicit_rhs
|
| 213 |
+
with raises(AttributeError):
|
| 214 |
+
symsystem1.kin_explicit_rhs
|
| 215 |
+
with raises(AttributeError):
|
| 216 |
+
symsystem1.compute_explicit_form()
|
| 217 |
+
|
| 218 |
+
symsystem2 = SymbolicSystem(coordinates, comb_implicit_rhs, speeds=speeds,
|
| 219 |
+
mass_matrix=comb_implicit_mat)
|
| 220 |
+
|
| 221 |
+
with raises(AttributeError):
|
| 222 |
+
symsystem2.dyn_implicit_mat
|
| 223 |
+
with raises(AttributeError):
|
| 224 |
+
symsystem2.dyn_implicit_rhs
|
| 225 |
+
with raises(AttributeError):
|
| 226 |
+
symsystem2.kin_explicit_rhs
|
| 227 |
+
|
| 228 |
+
# Attribute error when trying to access coordinates and speeds when only the
|
| 229 |
+
# states were given.
|
| 230 |
+
with raises(AttributeError):
|
| 231 |
+
symsystem1.coordinates
|
| 232 |
+
with raises(AttributeError):
|
| 233 |
+
symsystem1.speeds
|
| 234 |
+
|
| 235 |
+
# Attribute error when trying to access bodies and loads when they are not
|
| 236 |
+
# given
|
| 237 |
+
with raises(AttributeError):
|
| 238 |
+
symsystem1.bodies
|
| 239 |
+
with raises(AttributeError):
|
| 240 |
+
symsystem1.loads
|
| 241 |
+
|
| 242 |
+
# Attribute error when trying to access comb_explicit_rhs before it was
|
| 243 |
+
# calculated
|
| 244 |
+
with raises(AttributeError):
|
| 245 |
+
symsystem2.comb_explicit_rhs
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/tests/test_wrapping_geometry.py
ADDED
|
@@ -0,0 +1,363 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
"""Tests for the ``sympy.physics.mechanics.wrapping_geometry.py`` module."""
|
| 2 |
+
|
| 3 |
+
import pytest
|
| 4 |
+
|
| 5 |
+
from sympy import (
|
| 6 |
+
Integer,
|
| 7 |
+
Rational,
|
| 8 |
+
S,
|
| 9 |
+
Symbol,
|
| 10 |
+
acos,
|
| 11 |
+
cos,
|
| 12 |
+
pi,
|
| 13 |
+
sin,
|
| 14 |
+
sqrt,
|
| 15 |
+
)
|
| 16 |
+
from sympy.core.relational import Eq
|
| 17 |
+
from sympy.physics.mechanics import (
|
| 18 |
+
Point,
|
| 19 |
+
ReferenceFrame,
|
| 20 |
+
WrappingCylinder,
|
| 21 |
+
WrappingSphere,
|
| 22 |
+
dynamicsymbols,
|
| 23 |
+
)
|
| 24 |
+
from sympy.simplify.simplify import simplify
|
| 25 |
+
|
| 26 |
+
|
| 27 |
+
r = Symbol('r', positive=True)
|
| 28 |
+
x = Symbol('x')
|
| 29 |
+
q = dynamicsymbols('q')
|
| 30 |
+
N = ReferenceFrame('N')
|
| 31 |
+
|
| 32 |
+
|
| 33 |
+
class TestWrappingSphere:
|
| 34 |
+
|
| 35 |
+
@staticmethod
|
| 36 |
+
def test_valid_constructor():
|
| 37 |
+
r = Symbol('r', positive=True)
|
| 38 |
+
pO = Point('pO')
|
| 39 |
+
sphere = WrappingSphere(r, pO)
|
| 40 |
+
assert isinstance(sphere, WrappingSphere)
|
| 41 |
+
assert hasattr(sphere, 'radius')
|
| 42 |
+
assert sphere.radius == r
|
| 43 |
+
assert hasattr(sphere, 'point')
|
| 44 |
+
assert sphere.point == pO
|
| 45 |
+
|
| 46 |
+
@staticmethod
|
| 47 |
+
@pytest.mark.parametrize('position', [S.Zero, Integer(2)*r*N.x])
|
| 48 |
+
def test_geodesic_length_point_not_on_surface_invalid(position):
|
| 49 |
+
r = Symbol('r', positive=True)
|
| 50 |
+
pO = Point('pO')
|
| 51 |
+
sphere = WrappingSphere(r, pO)
|
| 52 |
+
|
| 53 |
+
p1 = Point('p1')
|
| 54 |
+
p1.set_pos(pO, position)
|
| 55 |
+
p2 = Point('p2')
|
| 56 |
+
p2.set_pos(pO, position)
|
| 57 |
+
|
| 58 |
+
error_msg = r'point .* does not lie on the surface of'
|
| 59 |
+
with pytest.raises(ValueError, match=error_msg):
|
| 60 |
+
sphere.geodesic_length(p1, p2)
|
| 61 |
+
|
| 62 |
+
@staticmethod
|
| 63 |
+
@pytest.mark.parametrize(
|
| 64 |
+
'position_1, position_2, expected',
|
| 65 |
+
[
|
| 66 |
+
(r*N.x, r*N.x, S.Zero),
|
| 67 |
+
(r*N.x, r*N.y, S.Half*pi*r),
|
| 68 |
+
(r*N.x, r*-N.x, pi*r),
|
| 69 |
+
(r*-N.x, r*N.x, pi*r),
|
| 70 |
+
(r*N.x, r*sqrt(2)*S.Half*(N.x + N.y), Rational(1, 4)*pi*r),
|
| 71 |
+
(
|
| 72 |
+
r*sqrt(2)*S.Half*(N.x + N.y),
|
| 73 |
+
r*sqrt(3)*Rational(1, 3)*(N.x + N.y + N.z),
|
| 74 |
+
r*acos(sqrt(6)*Rational(1, 3)),
|
| 75 |
+
),
|
| 76 |
+
]
|
| 77 |
+
)
|
| 78 |
+
def test_geodesic_length(position_1, position_2, expected):
|
| 79 |
+
r = Symbol('r', positive=True)
|
| 80 |
+
pO = Point('pO')
|
| 81 |
+
sphere = WrappingSphere(r, pO)
|
| 82 |
+
|
| 83 |
+
p1 = Point('p1')
|
| 84 |
+
p1.set_pos(pO, position_1)
|
| 85 |
+
p2 = Point('p2')
|
| 86 |
+
p2.set_pos(pO, position_2)
|
| 87 |
+
|
| 88 |
+
assert simplify(Eq(sphere.geodesic_length(p1, p2), expected))
|
| 89 |
+
|
| 90 |
+
@staticmethod
|
| 91 |
+
@pytest.mark.parametrize(
|
| 92 |
+
'position_1, position_2, vector_1, vector_2',
|
| 93 |
+
[
|
| 94 |
+
(r * N.x, r * N.y, N.y, N.x),
|
| 95 |
+
(r * N.x, -r * N.y, -N.y, N.x),
|
| 96 |
+
(
|
| 97 |
+
r * N.y,
|
| 98 |
+
sqrt(2)/2 * r * N.x - sqrt(2)/2 * r * N.y,
|
| 99 |
+
N.x,
|
| 100 |
+
sqrt(2)/2 * N.x + sqrt(2)/2 * N.y,
|
| 101 |
+
),
|
| 102 |
+
(
|
| 103 |
+
r * N.x,
|
| 104 |
+
r / 2 * N.x + sqrt(3)/2 * r * N.y,
|
| 105 |
+
N.y,
|
| 106 |
+
sqrt(3)/2 * N.x - 1/2 * N.y,
|
| 107 |
+
),
|
| 108 |
+
(
|
| 109 |
+
r * N.x,
|
| 110 |
+
sqrt(2)/2 * r * N.x + sqrt(2)/2 * r * N.y,
|
| 111 |
+
N.y,
|
| 112 |
+
sqrt(2)/2 * N.x - sqrt(2)/2 * N.y,
|
| 113 |
+
),
|
| 114 |
+
]
|
| 115 |
+
)
|
| 116 |
+
def test_geodesic_end_vectors(position_1, position_2, vector_1, vector_2):
|
| 117 |
+
r = Symbol('r', positive=True)
|
| 118 |
+
pO = Point('pO')
|
| 119 |
+
sphere = WrappingSphere(r, pO)
|
| 120 |
+
|
| 121 |
+
p1 = Point('p1')
|
| 122 |
+
p1.set_pos(pO, position_1)
|
| 123 |
+
p2 = Point('p2')
|
| 124 |
+
p2.set_pos(pO, position_2)
|
| 125 |
+
|
| 126 |
+
expected = (vector_1, vector_2)
|
| 127 |
+
|
| 128 |
+
assert sphere.geodesic_end_vectors(p1, p2) == expected
|
| 129 |
+
|
| 130 |
+
@staticmethod
|
| 131 |
+
@pytest.mark.parametrize(
|
| 132 |
+
'position',
|
| 133 |
+
[r * N.x, r * cos(q) * N.x + r * sin(q) * N.y]
|
| 134 |
+
)
|
| 135 |
+
def test_geodesic_end_vectors_invalid_coincident(position):
|
| 136 |
+
r = Symbol('r', positive=True)
|
| 137 |
+
pO = Point('pO')
|
| 138 |
+
sphere = WrappingSphere(r, pO)
|
| 139 |
+
|
| 140 |
+
p1 = Point('p1')
|
| 141 |
+
p1.set_pos(pO, position)
|
| 142 |
+
p2 = Point('p2')
|
| 143 |
+
p2.set_pos(pO, position)
|
| 144 |
+
|
| 145 |
+
with pytest.raises(ValueError):
|
| 146 |
+
_ = sphere.geodesic_end_vectors(p1, p2)
|
| 147 |
+
|
| 148 |
+
@staticmethod
|
| 149 |
+
@pytest.mark.parametrize(
|
| 150 |
+
'position_1, position_2',
|
| 151 |
+
[
|
| 152 |
+
(r * N.x, -r * N.x),
|
| 153 |
+
(-r * N.y, r * N.y),
|
| 154 |
+
(
|
| 155 |
+
r * cos(q) * N.x + r * sin(q) * N.y,
|
| 156 |
+
-r * cos(q) * N.x - r * sin(q) * N.y,
|
| 157 |
+
)
|
| 158 |
+
]
|
| 159 |
+
)
|
| 160 |
+
def test_geodesic_end_vectors_invalid_diametrically_opposite(
|
| 161 |
+
position_1,
|
| 162 |
+
position_2,
|
| 163 |
+
):
|
| 164 |
+
r = Symbol('r', positive=True)
|
| 165 |
+
pO = Point('pO')
|
| 166 |
+
sphere = WrappingSphere(r, pO)
|
| 167 |
+
|
| 168 |
+
p1 = Point('p1')
|
| 169 |
+
p1.set_pos(pO, position_1)
|
| 170 |
+
p2 = Point('p2')
|
| 171 |
+
p2.set_pos(pO, position_2)
|
| 172 |
+
|
| 173 |
+
with pytest.raises(ValueError):
|
| 174 |
+
_ = sphere.geodesic_end_vectors(p1, p2)
|
| 175 |
+
|
| 176 |
+
|
| 177 |
+
class TestWrappingCylinder:
|
| 178 |
+
|
| 179 |
+
@staticmethod
|
| 180 |
+
def test_valid_constructor():
|
| 181 |
+
N = ReferenceFrame('N')
|
| 182 |
+
r = Symbol('r', positive=True)
|
| 183 |
+
pO = Point('pO')
|
| 184 |
+
cylinder = WrappingCylinder(r, pO, N.x)
|
| 185 |
+
assert isinstance(cylinder, WrappingCylinder)
|
| 186 |
+
assert hasattr(cylinder, 'radius')
|
| 187 |
+
assert cylinder.radius == r
|
| 188 |
+
assert hasattr(cylinder, 'point')
|
| 189 |
+
assert cylinder.point == pO
|
| 190 |
+
assert hasattr(cylinder, 'axis')
|
| 191 |
+
assert cylinder.axis == N.x
|
| 192 |
+
|
| 193 |
+
@staticmethod
|
| 194 |
+
@pytest.mark.parametrize(
|
| 195 |
+
'position, expected',
|
| 196 |
+
[
|
| 197 |
+
(S.Zero, False),
|
| 198 |
+
(r*N.y, True),
|
| 199 |
+
(r*N.z, True),
|
| 200 |
+
(r*(N.y + N.z).normalize(), True),
|
| 201 |
+
(Integer(2)*r*N.y, False),
|
| 202 |
+
(r*(N.x + N.y), True),
|
| 203 |
+
(r*(Integer(2)*N.x + N.y), True),
|
| 204 |
+
(Integer(2)*N.x + r*(Integer(2)*N.y + N.z).normalize(), True),
|
| 205 |
+
(r*(cos(q)*N.y + sin(q)*N.z), True)
|
| 206 |
+
]
|
| 207 |
+
)
|
| 208 |
+
def test_point_is_on_surface(position, expected):
|
| 209 |
+
r = Symbol('r', positive=True)
|
| 210 |
+
pO = Point('pO')
|
| 211 |
+
cylinder = WrappingCylinder(r, pO, N.x)
|
| 212 |
+
|
| 213 |
+
p1 = Point('p1')
|
| 214 |
+
p1.set_pos(pO, position)
|
| 215 |
+
|
| 216 |
+
assert cylinder.point_on_surface(p1) is expected
|
| 217 |
+
|
| 218 |
+
@staticmethod
|
| 219 |
+
@pytest.mark.parametrize('position', [S.Zero, Integer(2)*r*N.y])
|
| 220 |
+
def test_geodesic_length_point_not_on_surface_invalid(position):
|
| 221 |
+
r = Symbol('r', positive=True)
|
| 222 |
+
pO = Point('pO')
|
| 223 |
+
cylinder = WrappingCylinder(r, pO, N.x)
|
| 224 |
+
|
| 225 |
+
p1 = Point('p1')
|
| 226 |
+
p1.set_pos(pO, position)
|
| 227 |
+
p2 = Point('p2')
|
| 228 |
+
p2.set_pos(pO, position)
|
| 229 |
+
|
| 230 |
+
error_msg = r'point .* does not lie on the surface of'
|
| 231 |
+
with pytest.raises(ValueError, match=error_msg):
|
| 232 |
+
cylinder.geodesic_length(p1, p2)
|
| 233 |
+
|
| 234 |
+
@staticmethod
|
| 235 |
+
@pytest.mark.parametrize(
|
| 236 |
+
'axis, position_1, position_2, expected',
|
| 237 |
+
[
|
| 238 |
+
(N.x, r*N.y, r*N.y, S.Zero),
|
| 239 |
+
(N.x, r*N.y, N.x + r*N.y, S.One),
|
| 240 |
+
(N.x, r*N.y, -x*N.x + r*N.y, sqrt(x**2)),
|
| 241 |
+
(-N.x, r*N.y, x*N.x + r*N.y, sqrt(x**2)),
|
| 242 |
+
(N.x, r*N.y, r*N.z, S.Half*pi*sqrt(r**2)),
|
| 243 |
+
(-N.x, r*N.y, r*N.z, Integer(3)*S.Half*pi*sqrt(r**2)),
|
| 244 |
+
(N.x, r*N.z, r*N.y, Integer(3)*S.Half*pi*sqrt(r**2)),
|
| 245 |
+
(-N.x, r*N.z, r*N.y, S.Half*pi*sqrt(r**2)),
|
| 246 |
+
(N.x, r*N.y, r*(cos(q)*N.y + sin(q)*N.z), sqrt(r**2*q**2)),
|
| 247 |
+
(
|
| 248 |
+
-N.x, r*N.y,
|
| 249 |
+
r*(cos(q)*N.y + sin(q)*N.z),
|
| 250 |
+
sqrt(r**2*(Integer(2)*pi - q)**2),
|
| 251 |
+
),
|
| 252 |
+
]
|
| 253 |
+
)
|
| 254 |
+
def test_geodesic_length(axis, position_1, position_2, expected):
|
| 255 |
+
r = Symbol('r', positive=True)
|
| 256 |
+
pO = Point('pO')
|
| 257 |
+
cylinder = WrappingCylinder(r, pO, axis)
|
| 258 |
+
|
| 259 |
+
p1 = Point('p1')
|
| 260 |
+
p1.set_pos(pO, position_1)
|
| 261 |
+
p2 = Point('p2')
|
| 262 |
+
p2.set_pos(pO, position_2)
|
| 263 |
+
|
| 264 |
+
assert simplify(Eq(cylinder.geodesic_length(p1, p2), expected))
|
| 265 |
+
|
| 266 |
+
@staticmethod
|
| 267 |
+
@pytest.mark.parametrize(
|
| 268 |
+
'axis, position_1, position_2, vector_1, vector_2',
|
| 269 |
+
[
|
| 270 |
+
(N.z, r * N.x, r * N.y, N.y, N.x),
|
| 271 |
+
(N.z, r * N.x, -r * N.x, N.y, N.y),
|
| 272 |
+
(N.z, -r * N.x, r * N.x, -N.y, -N.y),
|
| 273 |
+
(-N.z, r * N.x, -r * N.x, -N.y, -N.y),
|
| 274 |
+
(-N.z, -r * N.x, r * N.x, N.y, N.y),
|
| 275 |
+
(N.z, r * N.x, -r * N.y, N.y, -N.x),
|
| 276 |
+
(
|
| 277 |
+
N.z,
|
| 278 |
+
r * N.y,
|
| 279 |
+
sqrt(2)/2 * r * N.x - sqrt(2)/2 * r * N.y,
|
| 280 |
+
- N.x,
|
| 281 |
+
- sqrt(2)/2 * N.x - sqrt(2)/2 * N.y,
|
| 282 |
+
),
|
| 283 |
+
(
|
| 284 |
+
N.z,
|
| 285 |
+
r * N.x,
|
| 286 |
+
r / 2 * N.x + sqrt(3)/2 * r * N.y,
|
| 287 |
+
N.y,
|
| 288 |
+
sqrt(3)/2 * N.x - 1/2 * N.y,
|
| 289 |
+
),
|
| 290 |
+
(
|
| 291 |
+
N.z,
|
| 292 |
+
r * N.x,
|
| 293 |
+
sqrt(2)/2 * r * N.x + sqrt(2)/2 * r * N.y,
|
| 294 |
+
N.y,
|
| 295 |
+
sqrt(2)/2 * N.x - sqrt(2)/2 * N.y,
|
| 296 |
+
),
|
| 297 |
+
(
|
| 298 |
+
N.z,
|
| 299 |
+
r * N.x,
|
| 300 |
+
r * N.x + N.z,
|
| 301 |
+
N.z,
|
| 302 |
+
-N.z,
|
| 303 |
+
),
|
| 304 |
+
(
|
| 305 |
+
N.z,
|
| 306 |
+
r * N.x,
|
| 307 |
+
r * N.y + pi/2 * r * N.z,
|
| 308 |
+
sqrt(2)/2 * N.y + sqrt(2)/2 * N.z,
|
| 309 |
+
sqrt(2)/2 * N.x - sqrt(2)/2 * N.z,
|
| 310 |
+
),
|
| 311 |
+
(
|
| 312 |
+
N.z,
|
| 313 |
+
r * N.x,
|
| 314 |
+
r * cos(q) * N.x + r * sin(q) * N.y,
|
| 315 |
+
N.y,
|
| 316 |
+
sin(q) * N.x - cos(q) * N.y,
|
| 317 |
+
),
|
| 318 |
+
]
|
| 319 |
+
)
|
| 320 |
+
def test_geodesic_end_vectors(
|
| 321 |
+
axis,
|
| 322 |
+
position_1,
|
| 323 |
+
position_2,
|
| 324 |
+
vector_1,
|
| 325 |
+
vector_2,
|
| 326 |
+
):
|
| 327 |
+
r = Symbol('r', positive=True)
|
| 328 |
+
pO = Point('pO')
|
| 329 |
+
cylinder = WrappingCylinder(r, pO, axis)
|
| 330 |
+
|
| 331 |
+
p1 = Point('p1')
|
| 332 |
+
p1.set_pos(pO, position_1)
|
| 333 |
+
p2 = Point('p2')
|
| 334 |
+
p2.set_pos(pO, position_2)
|
| 335 |
+
|
| 336 |
+
expected = (vector_1, vector_2)
|
| 337 |
+
end_vectors = tuple(
|
| 338 |
+
end_vector.simplify()
|
| 339 |
+
for end_vector in cylinder.geodesic_end_vectors(p1, p2)
|
| 340 |
+
)
|
| 341 |
+
|
| 342 |
+
assert end_vectors == expected
|
| 343 |
+
|
| 344 |
+
@staticmethod
|
| 345 |
+
@pytest.mark.parametrize(
|
| 346 |
+
'axis, position',
|
| 347 |
+
[
|
| 348 |
+
(N.z, r * N.x),
|
| 349 |
+
(N.z, r * cos(q) * N.x + r * sin(q) * N.y + N.z),
|
| 350 |
+
]
|
| 351 |
+
)
|
| 352 |
+
def test_geodesic_end_vectors_invalid_coincident(axis, position):
|
| 353 |
+
r = Symbol('r', positive=True)
|
| 354 |
+
pO = Point('pO')
|
| 355 |
+
cylinder = WrappingCylinder(r, pO, axis)
|
| 356 |
+
|
| 357 |
+
p1 = Point('p1')
|
| 358 |
+
p1.set_pos(pO, position)
|
| 359 |
+
p2 = Point('p2')
|
| 360 |
+
p2.set_pos(pO, position)
|
| 361 |
+
|
| 362 |
+
with pytest.raises(ValueError):
|
| 363 |
+
_ = cylinder.geodesic_end_vectors(p1, p2)
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/mechanics/wrapping_geometry.py
ADDED
|
@@ -0,0 +1,641 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
"""Geometry objects for use by wrapping pathways."""
|
| 2 |
+
|
| 3 |
+
from abc import ABC, abstractmethod
|
| 4 |
+
|
| 5 |
+
from sympy import Integer, acos, pi, sqrt, sympify, tan
|
| 6 |
+
from sympy.core.relational import Eq
|
| 7 |
+
from sympy.functions.elementary.trigonometric import atan2
|
| 8 |
+
from sympy.polys.polytools import cancel
|
| 9 |
+
from sympy.physics.vector import Vector, dot
|
| 10 |
+
from sympy.simplify.simplify import trigsimp
|
| 11 |
+
|
| 12 |
+
|
| 13 |
+
__all__ = [
|
| 14 |
+
'WrappingGeometryBase',
|
| 15 |
+
'WrappingCylinder',
|
| 16 |
+
'WrappingSphere',
|
| 17 |
+
]
|
| 18 |
+
|
| 19 |
+
|
| 20 |
+
class WrappingGeometryBase(ABC):
|
| 21 |
+
"""Abstract base class for all geometry classes to inherit from.
|
| 22 |
+
|
| 23 |
+
Notes
|
| 24 |
+
=====
|
| 25 |
+
|
| 26 |
+
Instances of this class cannot be directly instantiated by users. However,
|
| 27 |
+
it can be used to created custom geometry types through subclassing.
|
| 28 |
+
|
| 29 |
+
"""
|
| 30 |
+
|
| 31 |
+
@property
|
| 32 |
+
@abstractmethod
|
| 33 |
+
def point(cls):
|
| 34 |
+
"""The point with which the geometry is associated."""
|
| 35 |
+
pass
|
| 36 |
+
|
| 37 |
+
@abstractmethod
|
| 38 |
+
def point_on_surface(self, point):
|
| 39 |
+
"""Returns ``True`` if a point is on the geometry's surface.
|
| 40 |
+
|
| 41 |
+
Parameters
|
| 42 |
+
==========
|
| 43 |
+
point : Point
|
| 44 |
+
The point for which it's to be ascertained if it's on the
|
| 45 |
+
geometry's surface or not.
|
| 46 |
+
|
| 47 |
+
"""
|
| 48 |
+
pass
|
| 49 |
+
|
| 50 |
+
@abstractmethod
|
| 51 |
+
def geodesic_length(self, point_1, point_2):
|
| 52 |
+
"""Returns the shortest distance between two points on a geometry's
|
| 53 |
+
surface.
|
| 54 |
+
|
| 55 |
+
Parameters
|
| 56 |
+
==========
|
| 57 |
+
|
| 58 |
+
point_1 : Point
|
| 59 |
+
The point from which the geodesic length should be calculated.
|
| 60 |
+
point_2 : Point
|
| 61 |
+
The point to which the geodesic length should be calculated.
|
| 62 |
+
|
| 63 |
+
"""
|
| 64 |
+
pass
|
| 65 |
+
|
| 66 |
+
@abstractmethod
|
| 67 |
+
def geodesic_end_vectors(self, point_1, point_2):
|
| 68 |
+
"""The vectors parallel to the geodesic at the two end points.
|
| 69 |
+
|
| 70 |
+
Parameters
|
| 71 |
+
==========
|
| 72 |
+
|
| 73 |
+
point_1 : Point
|
| 74 |
+
The point from which the geodesic originates.
|
| 75 |
+
point_2 : Point
|
| 76 |
+
The point at which the geodesic terminates.
|
| 77 |
+
|
| 78 |
+
"""
|
| 79 |
+
pass
|
| 80 |
+
|
| 81 |
+
def __repr__(self):
|
| 82 |
+
"""Default representation of a geometry object."""
|
| 83 |
+
return f'{self.__class__.__name__}()'
|
| 84 |
+
|
| 85 |
+
|
| 86 |
+
class WrappingSphere(WrappingGeometryBase):
|
| 87 |
+
"""A solid spherical object.
|
| 88 |
+
|
| 89 |
+
Explanation
|
| 90 |
+
===========
|
| 91 |
+
|
| 92 |
+
A wrapping geometry that allows for circular arcs to be defined between
|
| 93 |
+
pairs of points. These paths are always geodetic (the shortest possible).
|
| 94 |
+
|
| 95 |
+
Examples
|
| 96 |
+
========
|
| 97 |
+
|
| 98 |
+
To create a ``WrappingSphere`` instance, a ``Symbol`` denoting its radius
|
| 99 |
+
and ``Point`` at which its center will be located are needed:
|
| 100 |
+
|
| 101 |
+
>>> from sympy import symbols
|
| 102 |
+
>>> from sympy.physics.mechanics import Point, WrappingSphere
|
| 103 |
+
>>> r = symbols('r')
|
| 104 |
+
>>> pO = Point('pO')
|
| 105 |
+
|
| 106 |
+
A sphere with radius ``r`` centered on ``pO`` can be instantiated with:
|
| 107 |
+
|
| 108 |
+
>>> WrappingSphere(r, pO)
|
| 109 |
+
WrappingSphere(radius=r, point=pO)
|
| 110 |
+
|
| 111 |
+
Parameters
|
| 112 |
+
==========
|
| 113 |
+
|
| 114 |
+
radius : Symbol
|
| 115 |
+
Radius of the sphere. This symbol must represent a value that is
|
| 116 |
+
positive and constant, i.e. it cannot be a dynamic symbol, nor can it
|
| 117 |
+
be an expression.
|
| 118 |
+
point : Point
|
| 119 |
+
A point at which the sphere is centered.
|
| 120 |
+
|
| 121 |
+
See Also
|
| 122 |
+
========
|
| 123 |
+
|
| 124 |
+
WrappingCylinder: Cylindrical geometry where the wrapping direction can be
|
| 125 |
+
defined.
|
| 126 |
+
|
| 127 |
+
"""
|
| 128 |
+
|
| 129 |
+
def __init__(self, radius, point):
|
| 130 |
+
"""Initializer for ``WrappingSphere``.
|
| 131 |
+
|
| 132 |
+
Parameters
|
| 133 |
+
==========
|
| 134 |
+
|
| 135 |
+
radius : Symbol
|
| 136 |
+
The radius of the sphere.
|
| 137 |
+
point : Point
|
| 138 |
+
A point on which the sphere is centered.
|
| 139 |
+
|
| 140 |
+
"""
|
| 141 |
+
self.radius = radius
|
| 142 |
+
self.point = point
|
| 143 |
+
|
| 144 |
+
@property
|
| 145 |
+
def radius(self):
|
| 146 |
+
"""Radius of the sphere."""
|
| 147 |
+
return self._radius
|
| 148 |
+
|
| 149 |
+
@radius.setter
|
| 150 |
+
def radius(self, radius):
|
| 151 |
+
self._radius = radius
|
| 152 |
+
|
| 153 |
+
@property
|
| 154 |
+
def point(self):
|
| 155 |
+
"""A point on which the sphere is centered."""
|
| 156 |
+
return self._point
|
| 157 |
+
|
| 158 |
+
@point.setter
|
| 159 |
+
def point(self, point):
|
| 160 |
+
self._point = point
|
| 161 |
+
|
| 162 |
+
def point_on_surface(self, point):
|
| 163 |
+
"""Returns ``True`` if a point is on the sphere's surface.
|
| 164 |
+
|
| 165 |
+
Parameters
|
| 166 |
+
==========
|
| 167 |
+
|
| 168 |
+
point : Point
|
| 169 |
+
The point for which it's to be ascertained if it's on the sphere's
|
| 170 |
+
surface or not. This point's position relative to the sphere's
|
| 171 |
+
center must be a simple expression involving the radius of the
|
| 172 |
+
sphere, otherwise this check will likely not work.
|
| 173 |
+
|
| 174 |
+
"""
|
| 175 |
+
point_vector = point.pos_from(self.point)
|
| 176 |
+
if isinstance(point_vector, Vector):
|
| 177 |
+
point_radius_squared = dot(point_vector, point_vector)
|
| 178 |
+
else:
|
| 179 |
+
point_radius_squared = point_vector**2
|
| 180 |
+
return Eq(point_radius_squared, self.radius**2) == True
|
| 181 |
+
|
| 182 |
+
def geodesic_length(self, point_1, point_2):
|
| 183 |
+
r"""Returns the shortest distance between two points on the sphere's
|
| 184 |
+
surface.
|
| 185 |
+
|
| 186 |
+
Explanation
|
| 187 |
+
===========
|
| 188 |
+
|
| 189 |
+
The geodesic length, i.e. the shortest arc along the surface of a
|
| 190 |
+
sphere, connecting two points can be calculated using the formula:
|
| 191 |
+
|
| 192 |
+
.. math::
|
| 193 |
+
|
| 194 |
+
l = \arccos\left(\mathbf{v}_1 \cdot \mathbf{v}_2\right)
|
| 195 |
+
|
| 196 |
+
where $\mathbf{v}_1$ and $\mathbf{v}_2$ are the unit vectors from the
|
| 197 |
+
sphere's center to the first and second points on the sphere's surface
|
| 198 |
+
respectively. Note that the actual path that the geodesic will take is
|
| 199 |
+
undefined when the two points are directly opposite one another.
|
| 200 |
+
|
| 201 |
+
Examples
|
| 202 |
+
========
|
| 203 |
+
|
| 204 |
+
A geodesic length can only be calculated between two points on the
|
| 205 |
+
sphere's surface. Firstly, a ``WrappingSphere`` instance must be
|
| 206 |
+
created along with two points that will lie on its surface:
|
| 207 |
+
|
| 208 |
+
>>> from sympy import symbols
|
| 209 |
+
>>> from sympy.physics.mechanics import (Point, ReferenceFrame,
|
| 210 |
+
... WrappingSphere)
|
| 211 |
+
>>> N = ReferenceFrame('N')
|
| 212 |
+
>>> r = symbols('r')
|
| 213 |
+
>>> pO = Point('pO')
|
| 214 |
+
>>> pO.set_vel(N, 0)
|
| 215 |
+
>>> sphere = WrappingSphere(r, pO)
|
| 216 |
+
>>> p1 = Point('p1')
|
| 217 |
+
>>> p2 = Point('p2')
|
| 218 |
+
|
| 219 |
+
Let's assume that ``p1`` lies at a distance of ``r`` in the ``N.x``
|
| 220 |
+
direction from ``pO`` and that ``p2`` is located on the sphere's
|
| 221 |
+
surface in the ``N.y + N.z`` direction from ``pO``. These positions can
|
| 222 |
+
be set with:
|
| 223 |
+
|
| 224 |
+
>>> p1.set_pos(pO, r*N.x)
|
| 225 |
+
>>> p1.pos_from(pO)
|
| 226 |
+
r*N.x
|
| 227 |
+
>>> p2.set_pos(pO, r*(N.y + N.z).normalize())
|
| 228 |
+
>>> p2.pos_from(pO)
|
| 229 |
+
sqrt(2)*r/2*N.y + sqrt(2)*r/2*N.z
|
| 230 |
+
|
| 231 |
+
The geodesic length, which is in this case is a quarter of the sphere's
|
| 232 |
+
circumference, can be calculated using the ``geodesic_length`` method:
|
| 233 |
+
|
| 234 |
+
>>> sphere.geodesic_length(p1, p2)
|
| 235 |
+
pi*r/2
|
| 236 |
+
|
| 237 |
+
If the ``geodesic_length`` method is passed an argument, the ``Point``
|
| 238 |
+
that doesn't lie on the sphere's surface then a ``ValueError`` is
|
| 239 |
+
raised because it's not possible to calculate a value in this case.
|
| 240 |
+
|
| 241 |
+
Parameters
|
| 242 |
+
==========
|
| 243 |
+
|
| 244 |
+
point_1 : Point
|
| 245 |
+
Point from which the geodesic length should be calculated.
|
| 246 |
+
point_2 : Point
|
| 247 |
+
Point to which the geodesic length should be calculated.
|
| 248 |
+
|
| 249 |
+
"""
|
| 250 |
+
for point in (point_1, point_2):
|
| 251 |
+
if not self.point_on_surface(point):
|
| 252 |
+
msg = (
|
| 253 |
+
f'Geodesic length cannot be calculated as point {point} '
|
| 254 |
+
f'with radius {point.pos_from(self.point).magnitude()} '
|
| 255 |
+
f'from the sphere\'s center {self.point} does not lie on '
|
| 256 |
+
f'the surface of {self} with radius {self.radius}.'
|
| 257 |
+
)
|
| 258 |
+
raise ValueError(msg)
|
| 259 |
+
point_1_vector = point_1.pos_from(self.point).normalize()
|
| 260 |
+
point_2_vector = point_2.pos_from(self.point).normalize()
|
| 261 |
+
central_angle = acos(point_2_vector.dot(point_1_vector))
|
| 262 |
+
geodesic_length = self.radius*central_angle
|
| 263 |
+
return geodesic_length
|
| 264 |
+
|
| 265 |
+
def geodesic_end_vectors(self, point_1, point_2):
|
| 266 |
+
"""The vectors parallel to the geodesic at the two end points.
|
| 267 |
+
|
| 268 |
+
Parameters
|
| 269 |
+
==========
|
| 270 |
+
|
| 271 |
+
point_1 : Point
|
| 272 |
+
The point from which the geodesic originates.
|
| 273 |
+
point_2 : Point
|
| 274 |
+
The point at which the geodesic terminates.
|
| 275 |
+
|
| 276 |
+
"""
|
| 277 |
+
pA, pB = point_1, point_2
|
| 278 |
+
pO = self.point
|
| 279 |
+
pA_vec = pA.pos_from(pO)
|
| 280 |
+
pB_vec = pB.pos_from(pO)
|
| 281 |
+
|
| 282 |
+
if pA_vec.cross(pB_vec) == 0:
|
| 283 |
+
msg = (
|
| 284 |
+
f'Can\'t compute geodesic end vectors for the pair of points '
|
| 285 |
+
f'{pA} and {pB} on a sphere {self} as they are diametrically '
|
| 286 |
+
f'opposed, thus the geodesic is not defined.'
|
| 287 |
+
)
|
| 288 |
+
raise ValueError(msg)
|
| 289 |
+
|
| 290 |
+
return (
|
| 291 |
+
pA_vec.cross(pB.pos_from(pA)).cross(pA_vec).normalize(),
|
| 292 |
+
pB_vec.cross(pA.pos_from(pB)).cross(pB_vec).normalize(),
|
| 293 |
+
)
|
| 294 |
+
|
| 295 |
+
def __repr__(self):
|
| 296 |
+
"""Representation of a ``WrappingSphere``."""
|
| 297 |
+
return (
|
| 298 |
+
f'{self.__class__.__name__}(radius={self.radius}, '
|
| 299 |
+
f'point={self.point})'
|
| 300 |
+
)
|
| 301 |
+
|
| 302 |
+
|
| 303 |
+
class WrappingCylinder(WrappingGeometryBase):
|
| 304 |
+
"""A solid (infinite) cylindrical object.
|
| 305 |
+
|
| 306 |
+
Explanation
|
| 307 |
+
===========
|
| 308 |
+
|
| 309 |
+
A wrapping geometry that allows for circular arcs to be defined between
|
| 310 |
+
pairs of points. These paths are always geodetic (the shortest possible) in
|
| 311 |
+
the sense that they will be a straight line on the unwrapped cylinder's
|
| 312 |
+
surface. However, it is also possible for a direction to be specified, i.e.
|
| 313 |
+
paths can be influenced such that they either wrap along the shortest side
|
| 314 |
+
or the longest side of the cylinder. To define these directions, rotations
|
| 315 |
+
are in the positive direction following the right-hand rule.
|
| 316 |
+
|
| 317 |
+
Examples
|
| 318 |
+
========
|
| 319 |
+
|
| 320 |
+
To create a ``WrappingCylinder`` instance, a ``Symbol`` denoting its
|
| 321 |
+
radius, a ``Vector`` defining its axis, and a ``Point`` through which its
|
| 322 |
+
axis passes are needed:
|
| 323 |
+
|
| 324 |
+
>>> from sympy import symbols
|
| 325 |
+
>>> from sympy.physics.mechanics import (Point, ReferenceFrame,
|
| 326 |
+
... WrappingCylinder)
|
| 327 |
+
>>> N = ReferenceFrame('N')
|
| 328 |
+
>>> r = symbols('r')
|
| 329 |
+
>>> pO = Point('pO')
|
| 330 |
+
>>> ax = N.x
|
| 331 |
+
|
| 332 |
+
A cylinder with radius ``r``, and axis parallel to ``N.x`` passing through
|
| 333 |
+
``pO`` can be instantiated with:
|
| 334 |
+
|
| 335 |
+
>>> WrappingCylinder(r, pO, ax)
|
| 336 |
+
WrappingCylinder(radius=r, point=pO, axis=N.x)
|
| 337 |
+
|
| 338 |
+
Parameters
|
| 339 |
+
==========
|
| 340 |
+
|
| 341 |
+
radius : Symbol
|
| 342 |
+
The radius of the cylinder.
|
| 343 |
+
point : Point
|
| 344 |
+
A point through which the cylinder's axis passes.
|
| 345 |
+
axis : Vector
|
| 346 |
+
The axis along which the cylinder is aligned.
|
| 347 |
+
|
| 348 |
+
See Also
|
| 349 |
+
========
|
| 350 |
+
|
| 351 |
+
WrappingSphere: Spherical geometry where the wrapping direction is always
|
| 352 |
+
geodetic.
|
| 353 |
+
|
| 354 |
+
"""
|
| 355 |
+
|
| 356 |
+
def __init__(self, radius, point, axis):
|
| 357 |
+
"""Initializer for ``WrappingCylinder``.
|
| 358 |
+
|
| 359 |
+
Parameters
|
| 360 |
+
==========
|
| 361 |
+
|
| 362 |
+
radius : Symbol
|
| 363 |
+
The radius of the cylinder. This symbol must represent a value that
|
| 364 |
+
is positive and constant, i.e. it cannot be a dynamic symbol.
|
| 365 |
+
point : Point
|
| 366 |
+
A point through which the cylinder's axis passes.
|
| 367 |
+
axis : Vector
|
| 368 |
+
The axis along which the cylinder is aligned.
|
| 369 |
+
|
| 370 |
+
"""
|
| 371 |
+
self.radius = radius
|
| 372 |
+
self.point = point
|
| 373 |
+
self.axis = axis
|
| 374 |
+
|
| 375 |
+
@property
|
| 376 |
+
def radius(self):
|
| 377 |
+
"""Radius of the cylinder."""
|
| 378 |
+
return self._radius
|
| 379 |
+
|
| 380 |
+
@radius.setter
|
| 381 |
+
def radius(self, radius):
|
| 382 |
+
self._radius = radius
|
| 383 |
+
|
| 384 |
+
@property
|
| 385 |
+
def point(self):
|
| 386 |
+
"""A point through which the cylinder's axis passes."""
|
| 387 |
+
return self._point
|
| 388 |
+
|
| 389 |
+
@point.setter
|
| 390 |
+
def point(self, point):
|
| 391 |
+
self._point = point
|
| 392 |
+
|
| 393 |
+
@property
|
| 394 |
+
def axis(self):
|
| 395 |
+
"""Axis along which the cylinder is aligned."""
|
| 396 |
+
return self._axis
|
| 397 |
+
|
| 398 |
+
@axis.setter
|
| 399 |
+
def axis(self, axis):
|
| 400 |
+
self._axis = axis.normalize()
|
| 401 |
+
|
| 402 |
+
def point_on_surface(self, point):
|
| 403 |
+
"""Returns ``True`` if a point is on the cylinder's surface.
|
| 404 |
+
|
| 405 |
+
Parameters
|
| 406 |
+
==========
|
| 407 |
+
|
| 408 |
+
point : Point
|
| 409 |
+
The point for which it's to be ascertained if it's on the
|
| 410 |
+
cylinder's surface or not. This point's position relative to the
|
| 411 |
+
cylinder's axis must be a simple expression involving the radius of
|
| 412 |
+
the sphere, otherwise this check will likely not work.
|
| 413 |
+
|
| 414 |
+
"""
|
| 415 |
+
relative_position = point.pos_from(self.point)
|
| 416 |
+
parallel = relative_position.dot(self.axis) * self.axis
|
| 417 |
+
point_vector = relative_position - parallel
|
| 418 |
+
if isinstance(point_vector, Vector):
|
| 419 |
+
point_radius_squared = dot(point_vector, point_vector)
|
| 420 |
+
else:
|
| 421 |
+
point_radius_squared = point_vector**2
|
| 422 |
+
return Eq(trigsimp(point_radius_squared), self.radius**2) == True
|
| 423 |
+
|
| 424 |
+
def geodesic_length(self, point_1, point_2):
|
| 425 |
+
"""The shortest distance between two points on a geometry's surface.
|
| 426 |
+
|
| 427 |
+
Explanation
|
| 428 |
+
===========
|
| 429 |
+
|
| 430 |
+
The geodesic length, i.e. the shortest arc along the surface of a
|
| 431 |
+
cylinder, connecting two points. It can be calculated using Pythagoras'
|
| 432 |
+
theorem. The first short side is the distance between the two points on
|
| 433 |
+
the cylinder's surface parallel to the cylinder's axis. The second
|
| 434 |
+
short side is the arc of a circle between the two points of the
|
| 435 |
+
cylinder's surface perpendicular to the cylinder's axis. The resulting
|
| 436 |
+
hypotenuse is the geodesic length.
|
| 437 |
+
|
| 438 |
+
Examples
|
| 439 |
+
========
|
| 440 |
+
|
| 441 |
+
A geodesic length can only be calculated between two points on the
|
| 442 |
+
cylinder's surface. Firstly, a ``WrappingCylinder`` instance must be
|
| 443 |
+
created along with two points that will lie on its surface:
|
| 444 |
+
|
| 445 |
+
>>> from sympy import symbols, cos, sin
|
| 446 |
+
>>> from sympy.physics.mechanics import (Point, ReferenceFrame,
|
| 447 |
+
... WrappingCylinder, dynamicsymbols)
|
| 448 |
+
>>> N = ReferenceFrame('N')
|
| 449 |
+
>>> r = symbols('r')
|
| 450 |
+
>>> pO = Point('pO')
|
| 451 |
+
>>> pO.set_vel(N, 0)
|
| 452 |
+
>>> cylinder = WrappingCylinder(r, pO, N.x)
|
| 453 |
+
>>> p1 = Point('p1')
|
| 454 |
+
>>> p2 = Point('p2')
|
| 455 |
+
|
| 456 |
+
Let's assume that ``p1`` is located at ``N.x + r*N.y`` relative to
|
| 457 |
+
``pO`` and that ``p2`` is located at ``r*(cos(q)*N.y + sin(q)*N.z)``
|
| 458 |
+
relative to ``pO``, where ``q(t)`` is a generalized coordinate
|
| 459 |
+
specifying the angle rotated around the ``N.x`` axis according to the
|
| 460 |
+
right-hand rule where ``N.y`` is zero. These positions can be set with:
|
| 461 |
+
|
| 462 |
+
>>> q = dynamicsymbols('q')
|
| 463 |
+
>>> p1.set_pos(pO, N.x + r*N.y)
|
| 464 |
+
>>> p1.pos_from(pO)
|
| 465 |
+
N.x + r*N.y
|
| 466 |
+
>>> p2.set_pos(pO, r*(cos(q)*N.y + sin(q)*N.z).normalize())
|
| 467 |
+
>>> p2.pos_from(pO).simplify()
|
| 468 |
+
r*cos(q(t))*N.y + r*sin(q(t))*N.z
|
| 469 |
+
|
| 470 |
+
The geodesic length, which is in this case a is the hypotenuse of a
|
| 471 |
+
right triangle where the other two side lengths are ``1`` (parallel to
|
| 472 |
+
the cylinder's axis) and ``r*q(t)`` (parallel to the cylinder's cross
|
| 473 |
+
section), can be calculated using the ``geodesic_length`` method:
|
| 474 |
+
|
| 475 |
+
>>> cylinder.geodesic_length(p1, p2).simplify()
|
| 476 |
+
sqrt(r**2*q(t)**2 + 1)
|
| 477 |
+
|
| 478 |
+
If the ``geodesic_length`` method is passed an argument ``Point`` that
|
| 479 |
+
doesn't lie on the sphere's surface then a ``ValueError`` is raised
|
| 480 |
+
because it's not possible to calculate a value in this case.
|
| 481 |
+
|
| 482 |
+
Parameters
|
| 483 |
+
==========
|
| 484 |
+
|
| 485 |
+
point_1 : Point
|
| 486 |
+
Point from which the geodesic length should be calculated.
|
| 487 |
+
point_2 : Point
|
| 488 |
+
Point to which the geodesic length should be calculated.
|
| 489 |
+
|
| 490 |
+
"""
|
| 491 |
+
for point in (point_1, point_2):
|
| 492 |
+
if not self.point_on_surface(point):
|
| 493 |
+
msg = (
|
| 494 |
+
f'Geodesic length cannot be calculated as point {point} '
|
| 495 |
+
f'with radius {point.pos_from(self.point).magnitude()} '
|
| 496 |
+
f'from the cylinder\'s center {self.point} does not lie on '
|
| 497 |
+
f'the surface of {self} with radius {self.radius} and axis '
|
| 498 |
+
f'{self.axis}.'
|
| 499 |
+
)
|
| 500 |
+
raise ValueError(msg)
|
| 501 |
+
|
| 502 |
+
relative_position = point_2.pos_from(point_1)
|
| 503 |
+
parallel_length = relative_position.dot(self.axis)
|
| 504 |
+
|
| 505 |
+
point_1_relative_position = point_1.pos_from(self.point)
|
| 506 |
+
point_1_perpendicular_vector = (
|
| 507 |
+
point_1_relative_position
|
| 508 |
+
- point_1_relative_position.dot(self.axis)*self.axis
|
| 509 |
+
).normalize()
|
| 510 |
+
|
| 511 |
+
point_2_relative_position = point_2.pos_from(self.point)
|
| 512 |
+
point_2_perpendicular_vector = (
|
| 513 |
+
point_2_relative_position
|
| 514 |
+
- point_2_relative_position.dot(self.axis)*self.axis
|
| 515 |
+
).normalize()
|
| 516 |
+
|
| 517 |
+
central_angle = _directional_atan(
|
| 518 |
+
cancel(point_1_perpendicular_vector
|
| 519 |
+
.cross(point_2_perpendicular_vector)
|
| 520 |
+
.dot(self.axis)),
|
| 521 |
+
cancel(point_1_perpendicular_vector.dot(point_2_perpendicular_vector)),
|
| 522 |
+
)
|
| 523 |
+
|
| 524 |
+
planar_arc_length = self.radius*central_angle
|
| 525 |
+
geodesic_length = sqrt(parallel_length**2 + planar_arc_length**2)
|
| 526 |
+
return geodesic_length
|
| 527 |
+
|
| 528 |
+
def geodesic_end_vectors(self, point_1, point_2):
|
| 529 |
+
"""The vectors parallel to the geodesic at the two end points.
|
| 530 |
+
|
| 531 |
+
Parameters
|
| 532 |
+
==========
|
| 533 |
+
|
| 534 |
+
point_1 : Point
|
| 535 |
+
The point from which the geodesic originates.
|
| 536 |
+
point_2 : Point
|
| 537 |
+
The point at which the geodesic terminates.
|
| 538 |
+
|
| 539 |
+
"""
|
| 540 |
+
point_1_from_origin_point = point_1.pos_from(self.point)
|
| 541 |
+
point_2_from_origin_point = point_2.pos_from(self.point)
|
| 542 |
+
|
| 543 |
+
if point_1_from_origin_point == point_2_from_origin_point:
|
| 544 |
+
msg = (
|
| 545 |
+
f'Cannot compute geodesic end vectors for coincident points '
|
| 546 |
+
f'{point_1} and {point_2} as no geodesic exists.'
|
| 547 |
+
)
|
| 548 |
+
raise ValueError(msg)
|
| 549 |
+
|
| 550 |
+
point_1_parallel = point_1_from_origin_point.dot(self.axis) * self.axis
|
| 551 |
+
point_2_parallel = point_2_from_origin_point.dot(self.axis) * self.axis
|
| 552 |
+
point_1_normal = (point_1_from_origin_point - point_1_parallel)
|
| 553 |
+
point_2_normal = (point_2_from_origin_point - point_2_parallel)
|
| 554 |
+
|
| 555 |
+
if point_1_normal == point_2_normal:
|
| 556 |
+
point_1_perpendicular = Vector(0)
|
| 557 |
+
point_2_perpendicular = Vector(0)
|
| 558 |
+
else:
|
| 559 |
+
point_1_perpendicular = self.axis.cross(point_1_normal).normalize()
|
| 560 |
+
point_2_perpendicular = -self.axis.cross(point_2_normal).normalize()
|
| 561 |
+
|
| 562 |
+
geodesic_length = self.geodesic_length(point_1, point_2)
|
| 563 |
+
relative_position = point_2.pos_from(point_1)
|
| 564 |
+
parallel_length = relative_position.dot(self.axis)
|
| 565 |
+
planar_arc_length = sqrt(geodesic_length**2 - parallel_length**2)
|
| 566 |
+
|
| 567 |
+
point_1_vector = (
|
| 568 |
+
planar_arc_length * point_1_perpendicular
|
| 569 |
+
+ parallel_length * self.axis
|
| 570 |
+
).normalize()
|
| 571 |
+
point_2_vector = (
|
| 572 |
+
planar_arc_length * point_2_perpendicular
|
| 573 |
+
- parallel_length * self.axis
|
| 574 |
+
).normalize()
|
| 575 |
+
|
| 576 |
+
return (point_1_vector, point_2_vector)
|
| 577 |
+
|
| 578 |
+
def __repr__(self):
|
| 579 |
+
"""Representation of a ``WrappingCylinder``."""
|
| 580 |
+
return (
|
| 581 |
+
f'{self.__class__.__name__}(radius={self.radius}, '
|
| 582 |
+
f'point={self.point}, axis={self.axis})'
|
| 583 |
+
)
|
| 584 |
+
|
| 585 |
+
|
| 586 |
+
def _directional_atan(numerator, denominator):
|
| 587 |
+
"""Compute atan in a directional sense as required for geodesics.
|
| 588 |
+
|
| 589 |
+
Explanation
|
| 590 |
+
===========
|
| 591 |
+
|
| 592 |
+
To be able to control the direction of the geodesic length along the
|
| 593 |
+
surface of a cylinder a dedicated arctangent function is needed that
|
| 594 |
+
properly handles the directionality of different case. This function
|
| 595 |
+
ensures that the central angle is always positive but shifting the case
|
| 596 |
+
where ``atan2`` would return a negative angle to be centered around
|
| 597 |
+
``2*pi``.
|
| 598 |
+
|
| 599 |
+
Notes
|
| 600 |
+
=====
|
| 601 |
+
|
| 602 |
+
This function only handles very specific cases, i.e. the ones that are
|
| 603 |
+
expected to be encountered when calculating symbolic geodesics on uniformly
|
| 604 |
+
curved surfaces. As such, ``NotImplemented`` errors can be raised in many
|
| 605 |
+
cases. This function is named with a leader underscore to indicate that it
|
| 606 |
+
only aims to provide very specific functionality within the private scope
|
| 607 |
+
of this module.
|
| 608 |
+
|
| 609 |
+
"""
|
| 610 |
+
|
| 611 |
+
if numerator.is_number and denominator.is_number:
|
| 612 |
+
angle = atan2(numerator, denominator)
|
| 613 |
+
if angle < 0:
|
| 614 |
+
angle += 2 * pi
|
| 615 |
+
elif numerator.is_number:
|
| 616 |
+
msg = (
|
| 617 |
+
f'Cannot compute a directional atan when the numerator {numerator} '
|
| 618 |
+
f'is numeric and the denominator {denominator} is symbolic.'
|
| 619 |
+
)
|
| 620 |
+
raise NotImplementedError(msg)
|
| 621 |
+
elif denominator.is_number:
|
| 622 |
+
msg = (
|
| 623 |
+
f'Cannot compute a directional atan when the numerator {numerator} '
|
| 624 |
+
f'is symbolic and the denominator {denominator} is numeric.'
|
| 625 |
+
)
|
| 626 |
+
raise NotImplementedError(msg)
|
| 627 |
+
else:
|
| 628 |
+
ratio = sympify(trigsimp(numerator / denominator))
|
| 629 |
+
if isinstance(ratio, tan):
|
| 630 |
+
angle = ratio.args[0]
|
| 631 |
+
elif (
|
| 632 |
+
ratio.is_Mul
|
| 633 |
+
and ratio.args[0] == Integer(-1)
|
| 634 |
+
and isinstance(ratio.args[1], tan)
|
| 635 |
+
):
|
| 636 |
+
angle = 2 * pi - ratio.args[1].args[0]
|
| 637 |
+
else:
|
| 638 |
+
msg = f'Cannot compute a directional atan for the value {ratio}.'
|
| 639 |
+
raise NotImplementedError(msg)
|
| 640 |
+
|
| 641 |
+
return angle
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/optics/__pycache__/gaussopt.cpython-310.pyc
ADDED
|
Binary file (21.9 kB). View file
|
|
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/optics/__pycache__/polarization.cpython-310.pyc
ADDED
|
Binary file (22.3 kB). View file
|
|
|
evalkit_internvl/lib/python3.10/site-packages/sympy/physics/optics/__pycache__/utils.cpython-310.pyc
ADDED
|
Binary file (17.2 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/__pycache__/__init__.cpython-310.pyc
ADDED
|
Binary file (15.3 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/__pycache__/configuration_utils.cpython-310.pyc
ADDED
|
Binary file (24 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/__pycache__/dependency_versions_table.cpython-310.pyc
ADDED
|
Binary file (1.42 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/__pycache__/image_processor.cpython-310.pyc
ADDED
|
Binary file (30.2 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/commands/__init__.py
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Copyright 2024 The HuggingFace Team. All rights reserved.
|
| 2 |
+
#
|
| 3 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 4 |
+
# you may not use this file except in compliance with the License.
|
| 5 |
+
# You may obtain a copy of the License at
|
| 6 |
+
#
|
| 7 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 8 |
+
#
|
| 9 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 10 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 11 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 12 |
+
# See the License for the specific language governing permissions and
|
| 13 |
+
# limitations under the License.
|
| 14 |
+
|
| 15 |
+
from abc import ABC, abstractmethod
|
| 16 |
+
from argparse import ArgumentParser
|
| 17 |
+
|
| 18 |
+
|
| 19 |
+
class BaseDiffusersCLICommand(ABC):
|
| 20 |
+
@staticmethod
|
| 21 |
+
@abstractmethod
|
| 22 |
+
def register_subcommand(parser: ArgumentParser):
|
| 23 |
+
raise NotImplementedError()
|
| 24 |
+
|
| 25 |
+
@abstractmethod
|
| 26 |
+
def run(self):
|
| 27 |
+
raise NotImplementedError()
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/commands/diffusers_cli.py
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/usr/bin/env python
|
| 2 |
+
# Copyright 2024 The HuggingFace Team. All rights reserved.
|
| 3 |
+
#
|
| 4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 5 |
+
# you may not use this file except in compliance with the License.
|
| 6 |
+
# You may obtain a copy of the License at
|
| 7 |
+
#
|
| 8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 9 |
+
#
|
| 10 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 13 |
+
# See the License for the specific language governing permissions and
|
| 14 |
+
# limitations under the License.
|
| 15 |
+
|
| 16 |
+
from argparse import ArgumentParser
|
| 17 |
+
|
| 18 |
+
from .env import EnvironmentCommand
|
| 19 |
+
from .fp16_safetensors import FP16SafetensorsCommand
|
| 20 |
+
|
| 21 |
+
|
| 22 |
+
def main():
|
| 23 |
+
parser = ArgumentParser("Diffusers CLI tool", usage="diffusers-cli <command> [<args>]")
|
| 24 |
+
commands_parser = parser.add_subparsers(help="diffusers-cli command helpers")
|
| 25 |
+
|
| 26 |
+
# Register commands
|
| 27 |
+
EnvironmentCommand.register_subcommand(commands_parser)
|
| 28 |
+
FP16SafetensorsCommand.register_subcommand(commands_parser)
|
| 29 |
+
|
| 30 |
+
# Let's go
|
| 31 |
+
args = parser.parse_args()
|
| 32 |
+
|
| 33 |
+
if not hasattr(args, "func"):
|
| 34 |
+
parser.print_help()
|
| 35 |
+
exit(1)
|
| 36 |
+
|
| 37 |
+
# Run
|
| 38 |
+
service = args.func(args)
|
| 39 |
+
service.run()
|
| 40 |
+
|
| 41 |
+
|
| 42 |
+
if __name__ == "__main__":
|
| 43 |
+
main()
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/commands/env.py
ADDED
|
@@ -0,0 +1,84 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Copyright 2024 The HuggingFace Team. All rights reserved.
|
| 2 |
+
#
|
| 3 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 4 |
+
# you may not use this file except in compliance with the License.
|
| 5 |
+
# You may obtain a copy of the License at
|
| 6 |
+
#
|
| 7 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 8 |
+
#
|
| 9 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 10 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 11 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 12 |
+
# See the License for the specific language governing permissions and
|
| 13 |
+
# limitations under the License.
|
| 14 |
+
|
| 15 |
+
import platform
|
| 16 |
+
from argparse import ArgumentParser
|
| 17 |
+
|
| 18 |
+
import huggingface_hub
|
| 19 |
+
|
| 20 |
+
from .. import __version__ as version
|
| 21 |
+
from ..utils import is_accelerate_available, is_torch_available, is_transformers_available, is_xformers_available
|
| 22 |
+
from . import BaseDiffusersCLICommand
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
def info_command_factory(_):
|
| 26 |
+
return EnvironmentCommand()
|
| 27 |
+
|
| 28 |
+
|
| 29 |
+
class EnvironmentCommand(BaseDiffusersCLICommand):
|
| 30 |
+
@staticmethod
|
| 31 |
+
def register_subcommand(parser: ArgumentParser):
|
| 32 |
+
download_parser = parser.add_parser("env")
|
| 33 |
+
download_parser.set_defaults(func=info_command_factory)
|
| 34 |
+
|
| 35 |
+
def run(self):
|
| 36 |
+
hub_version = huggingface_hub.__version__
|
| 37 |
+
|
| 38 |
+
pt_version = "not installed"
|
| 39 |
+
pt_cuda_available = "NA"
|
| 40 |
+
if is_torch_available():
|
| 41 |
+
import torch
|
| 42 |
+
|
| 43 |
+
pt_version = torch.__version__
|
| 44 |
+
pt_cuda_available = torch.cuda.is_available()
|
| 45 |
+
|
| 46 |
+
transformers_version = "not installed"
|
| 47 |
+
if is_transformers_available():
|
| 48 |
+
import transformers
|
| 49 |
+
|
| 50 |
+
transformers_version = transformers.__version__
|
| 51 |
+
|
| 52 |
+
accelerate_version = "not installed"
|
| 53 |
+
if is_accelerate_available():
|
| 54 |
+
import accelerate
|
| 55 |
+
|
| 56 |
+
accelerate_version = accelerate.__version__
|
| 57 |
+
|
| 58 |
+
xformers_version = "not installed"
|
| 59 |
+
if is_xformers_available():
|
| 60 |
+
import xformers
|
| 61 |
+
|
| 62 |
+
xformers_version = xformers.__version__
|
| 63 |
+
|
| 64 |
+
info = {
|
| 65 |
+
"`diffusers` version": version,
|
| 66 |
+
"Platform": platform.platform(),
|
| 67 |
+
"Python version": platform.python_version(),
|
| 68 |
+
"PyTorch version (GPU?)": f"{pt_version} ({pt_cuda_available})",
|
| 69 |
+
"Huggingface_hub version": hub_version,
|
| 70 |
+
"Transformers version": transformers_version,
|
| 71 |
+
"Accelerate version": accelerate_version,
|
| 72 |
+
"xFormers version": xformers_version,
|
| 73 |
+
"Using GPU in script?": "<fill in>",
|
| 74 |
+
"Using distributed or parallel set-up in script?": "<fill in>",
|
| 75 |
+
}
|
| 76 |
+
|
| 77 |
+
print("\nCopy-and-paste the text below in your GitHub issue and FILL OUT the two last points.\n")
|
| 78 |
+
print(self.format_dict(info))
|
| 79 |
+
|
| 80 |
+
return info
|
| 81 |
+
|
| 82 |
+
@staticmethod
|
| 83 |
+
def format_dict(d):
|
| 84 |
+
return "\n".join([f"- {prop}: {val}" for prop, val in d.items()]) + "\n"
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/commands/fp16_safetensors.py
ADDED
|
@@ -0,0 +1,132 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Copyright 2024 The HuggingFace Team. All rights reserved.
|
| 2 |
+
#
|
| 3 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
| 4 |
+
# you may not use this file except in compliance with the License.
|
| 5 |
+
# You may obtain a copy of the License at
|
| 6 |
+
#
|
| 7 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
| 8 |
+
#
|
| 9 |
+
# Unless required by applicable law or agreed to in writing, software
|
| 10 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
| 11 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
| 12 |
+
# See the License for the specific language governing permissions and
|
| 13 |
+
# limitations under the License.
|
| 14 |
+
|
| 15 |
+
"""
|
| 16 |
+
Usage example:
|
| 17 |
+
diffusers-cli fp16_safetensors --ckpt_id=openai/shap-e --fp16 --use_safetensors
|
| 18 |
+
"""
|
| 19 |
+
|
| 20 |
+
import glob
|
| 21 |
+
import json
|
| 22 |
+
import warnings
|
| 23 |
+
from argparse import ArgumentParser, Namespace
|
| 24 |
+
from importlib import import_module
|
| 25 |
+
|
| 26 |
+
import huggingface_hub
|
| 27 |
+
import torch
|
| 28 |
+
from huggingface_hub import hf_hub_download
|
| 29 |
+
from packaging import version
|
| 30 |
+
|
| 31 |
+
from ..utils import logging
|
| 32 |
+
from . import BaseDiffusersCLICommand
|
| 33 |
+
|
| 34 |
+
|
| 35 |
+
def conversion_command_factory(args: Namespace):
|
| 36 |
+
if args.use_auth_token:
|
| 37 |
+
warnings.warn(
|
| 38 |
+
"The `--use_auth_token` flag is deprecated and will be removed in a future version. Authentication is now"
|
| 39 |
+
" handled automatically if user is logged in."
|
| 40 |
+
)
|
| 41 |
+
return FP16SafetensorsCommand(args.ckpt_id, args.fp16, args.use_safetensors)
|
| 42 |
+
|
| 43 |
+
|
| 44 |
+
class FP16SafetensorsCommand(BaseDiffusersCLICommand):
|
| 45 |
+
@staticmethod
|
| 46 |
+
def register_subcommand(parser: ArgumentParser):
|
| 47 |
+
conversion_parser = parser.add_parser("fp16_safetensors")
|
| 48 |
+
conversion_parser.add_argument(
|
| 49 |
+
"--ckpt_id",
|
| 50 |
+
type=str,
|
| 51 |
+
help="Repo id of the checkpoints on which to run the conversion. Example: 'openai/shap-e'.",
|
| 52 |
+
)
|
| 53 |
+
conversion_parser.add_argument(
|
| 54 |
+
"--fp16", action="store_true", help="If serializing the variables in FP16 precision."
|
| 55 |
+
)
|
| 56 |
+
conversion_parser.add_argument(
|
| 57 |
+
"--use_safetensors", action="store_true", help="If serializing in the safetensors format."
|
| 58 |
+
)
|
| 59 |
+
conversion_parser.add_argument(
|
| 60 |
+
"--use_auth_token",
|
| 61 |
+
action="store_true",
|
| 62 |
+
help="When working with checkpoints having private visibility. When used `huggingface-cli login` needs to be run beforehand.",
|
| 63 |
+
)
|
| 64 |
+
conversion_parser.set_defaults(func=conversion_command_factory)
|
| 65 |
+
|
| 66 |
+
def __init__(self, ckpt_id: str, fp16: bool, use_safetensors: bool):
|
| 67 |
+
self.logger = logging.get_logger("diffusers-cli/fp16_safetensors")
|
| 68 |
+
self.ckpt_id = ckpt_id
|
| 69 |
+
self.local_ckpt_dir = f"/tmp/{ckpt_id}"
|
| 70 |
+
self.fp16 = fp16
|
| 71 |
+
|
| 72 |
+
self.use_safetensors = use_safetensors
|
| 73 |
+
|
| 74 |
+
if not self.use_safetensors and not self.fp16:
|
| 75 |
+
raise NotImplementedError(
|
| 76 |
+
"When `use_safetensors` and `fp16` both are False, then this command is of no use."
|
| 77 |
+
)
|
| 78 |
+
|
| 79 |
+
def run(self):
|
| 80 |
+
if version.parse(huggingface_hub.__version__) < version.parse("0.9.0"):
|
| 81 |
+
raise ImportError(
|
| 82 |
+
"The huggingface_hub version must be >= 0.9.0 to use this command. Please update your huggingface_hub"
|
| 83 |
+
" installation."
|
| 84 |
+
)
|
| 85 |
+
else:
|
| 86 |
+
from huggingface_hub import create_commit
|
| 87 |
+
from huggingface_hub._commit_api import CommitOperationAdd
|
| 88 |
+
|
| 89 |
+
model_index = hf_hub_download(repo_id=self.ckpt_id, filename="model_index.json")
|
| 90 |
+
with open(model_index, "r") as f:
|
| 91 |
+
pipeline_class_name = json.load(f)["_class_name"]
|
| 92 |
+
pipeline_class = getattr(import_module("diffusers"), pipeline_class_name)
|
| 93 |
+
self.logger.info(f"Pipeline class imported: {pipeline_class_name}.")
|
| 94 |
+
|
| 95 |
+
# Load the appropriate pipeline. We could have use `DiffusionPipeline`
|
| 96 |
+
# here, but just to avoid any rough edge cases.
|
| 97 |
+
pipeline = pipeline_class.from_pretrained(
|
| 98 |
+
self.ckpt_id, torch_dtype=torch.float16 if self.fp16 else torch.float32
|
| 99 |
+
)
|
| 100 |
+
pipeline.save_pretrained(
|
| 101 |
+
self.local_ckpt_dir,
|
| 102 |
+
safe_serialization=True if self.use_safetensors else False,
|
| 103 |
+
variant="fp16" if self.fp16 else None,
|
| 104 |
+
)
|
| 105 |
+
self.logger.info(f"Pipeline locally saved to {self.local_ckpt_dir}.")
|
| 106 |
+
|
| 107 |
+
# Fetch all the paths.
|
| 108 |
+
if self.fp16:
|
| 109 |
+
modified_paths = glob.glob(f"{self.local_ckpt_dir}/*/*.fp16.*")
|
| 110 |
+
elif self.use_safetensors:
|
| 111 |
+
modified_paths = glob.glob(f"{self.local_ckpt_dir}/*/*.safetensors")
|
| 112 |
+
|
| 113 |
+
# Prepare for the PR.
|
| 114 |
+
commit_message = f"Serialize variables with FP16: {self.fp16} and safetensors: {self.use_safetensors}."
|
| 115 |
+
operations = []
|
| 116 |
+
for path in modified_paths:
|
| 117 |
+
operations.append(CommitOperationAdd(path_in_repo="/".join(path.split("/")[4:]), path_or_fileobj=path))
|
| 118 |
+
|
| 119 |
+
# Open the PR.
|
| 120 |
+
commit_description = (
|
| 121 |
+
"Variables converted by the [`diffusers`' `fp16_safetensors`"
|
| 122 |
+
" CLI](https://github.com/huggingface/diffusers/blob/main/src/diffusers/commands/fp16_safetensors.py)."
|
| 123 |
+
)
|
| 124 |
+
hub_pr_url = create_commit(
|
| 125 |
+
repo_id=self.ckpt_id,
|
| 126 |
+
operations=operations,
|
| 127 |
+
commit_message=commit_message,
|
| 128 |
+
commit_description=commit_description,
|
| 129 |
+
repo_type="model",
|
| 130 |
+
create_pr=True,
|
| 131 |
+
).pr_url
|
| 132 |
+
self.logger.info(f"PR created here: {hub_pr_url}.")
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_amused.cpython-310.pyc
ADDED
|
Binary file (5.18 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_consistency_decoder.cpython-310.pyc
ADDED
|
Binary file (6.87 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_consistency_models.cpython-310.pyc
ADDED
|
Binary file (14.4 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_ddim.cpython-310.pyc
ADDED
|
Binary file (17.1 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_ddim_flax.cpython-310.pyc
ADDED
|
Binary file (9.79 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_ddpm.cpython-310.pyc
ADDED
|
Binary file (17.9 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_ddpm_parallel.cpython-310.pyc
ADDED
|
Binary file (20.2 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_deis_multistep.cpython-310.pyc
ADDED
|
Binary file (23.7 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_dpmsolver_multistep.cpython-310.pyc
ADDED
|
Binary file (31.4 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_dpmsolver_multistep_flax.cpython-310.pyc
ADDED
|
Binary file (21.3 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_dpmsolver_multistep_inverse.cpython-310.pyc
ADDED
|
Binary file (27.6 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_dpmsolver_sde.cpython-310.pyc
ADDED
|
Binary file (19.4 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_edm_dpmsolver_multistep.cpython-310.pyc
ADDED
|
Binary file (22.3 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_euler_discrete_flax.cpython-310.pyc
ADDED
|
Binary file (9.31 kB). View file
|
|
|
evalkit_tf437/lib/python3.10/site-packages/diffusers/schedulers/__pycache__/scheduling_k_dpm_2_discrete.cpython-310.pyc
ADDED
|
Binary file (14.8 kB). View file
|
|
|